Directory · topic · 1,431 servers

ai-and-ml

Servers whose registry description an AI model classified as ai-and-ml. Topics are estimates, not hand-checked. All topics.

io.github.Kylewilson04/acta-mcpActa — Verifiable Agent Memorylocal packageai-and-ml · AI-classifiedNot tested
io.github.LabForgeDev/copilot-memory-mcpCopilot Memory MCPlocal packageai-and-ml · AI-classifiedNot tested
io.github.Lazige/modelcostcomparisonModelCostComparisonremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.LeandroPG19/cuba-memorysPersistent memory MCP server. 28 tools, BM25+MMR+OOD retrieval, tamper-evident audit, code graph.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.LeandroPG19/memory-industryMemoryIndustry persistent memory MCP server: BM25+MMR retrieval and audit.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.Leviathan0x0/chronicle-mcpLocal MCP server to sync, clean, and index AI chat logs locally. Saves up to 40% context tokens.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.Liyuan1992/memdslmemdsllocal packageai-and-ml · AI-classifiedNot tested
io.github.Liyuan1992/rawmemrawmemlocal packageai-and-ml · AI-classifiedNot tested
io.github.Lodewijkheemskerk/syftlySyftlyremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.LogicLabsAI/ultramemory-mcpUltraMemoryremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Lore-Context/lore-context-mcpLore Contextlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.Lucky44k/dense-knowledge-mcpDense Knowledgelocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.LuizEduPP/remembPersistent memory for AI agents — local JSON, zero config, no server required.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.Lulu-The-Narwhal/daliDali by Luluremote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.LumabyteCo/clarifypromptAI prompt optimization for 58+ platforms across 7 categories with custom platformslocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.LuuOW/meridian-skillsRoutes AI tasks to dynamic LLM-generated skills via an orbital classifier.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.Lyellr88/marm-mcp-serverUniversal MCP Server with advanced AI memory capabilities and semantic search.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.Lykhoyda/ask-grokConsult Grok through xAI's metered API with exact model selection and no fallbacklocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.Lykhoyda/ask-llmUnified MCP server for Gemini, Codex, Claude, Grok, Ollama, and Antigravitylocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.Lykhoyda/ask-ollamaBridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no API keys, fully locallocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.MGM-FALCON/quelllm-mcpMCP server for quelllm.fr: 190+ open-weights LLM catalog - list, compare, VRAM and cost estimatesai-and-ml · AI-classifiedNot tested
io.github.MICONNM/openclaw-consensus-mcpOpenClaw Consensuslocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.Maarmapa/dashai-mcpdashAI (unofficial)local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.MaartenRischen/triallTriallremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.MagneticDogSon/fixflowCollective memory for AI agents. One agent solves a bug — every agent gets the fix instantly.remote (hosted by the publisher)ai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.MakeaMouse/fish-bridge-mcpfish-bridge — Session Knowledge Graphlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.Mars-proj/verifiable-memoryMemory for AI agents that can't hallucinate — cited or abstains, provable forget, deterministic.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.Marsmanleo/marsnmeMarsNMelocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.MastadoonPrime/agent-memoryPersistent, agent-owned memory with encrypted storage and shared knowledge commons.remote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.MauriceIsrael/SmartMemoryNeuro-symbolic memory for LLMs (POC)ai-and-ml · AI-classifiedNot tested
io.github.MaxFreedomPollard/compartmentCompartmentlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.Medhovarsh/forkmindBranchable LLM history DAG + encrypted context capsules agents can save, restore, and crypto-shred.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.Mediaeater/swarm-atSettlement protocol for AI agent swarms — hash-chained ledger, trust, 48 blueprints, 18 toolsremote and local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.MemoriLabs/memori-mcpMemori MCP server — persistent AI memory with recall and augmentation toolslocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.Memphora/memphoraMemphoralocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.MervinPraison/praisonaiPraisonAIlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.MetriLLM/metrillmBenchmark local LLM models — speed, quality & hardware fitness verdict from any MCP clientlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Michael-WhiteCapData/ollama-handoffOffload cheap work from your AI agent to a local Ollama model, at zero cloud cost.local packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-08
io.github.MichaelCrowe11/crowe-logicCrowe Logicremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.MidOSresearch/midosMidOS - MCP Community Librarylocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.MidOSresearch/midos-mcpMidOS - MCP Community Libraryremote and local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.Modelglass/modelglassSourced AI-model pricing and capability data — compare and route to the cheapest capable model.remote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.ModelsLab/modelslab-v8ModelsLab v8remote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.MohitBansal321/ai-usage-mcpAI Usagelocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.MontyGovernance/memocat-mcpMemoCat — Shared AI Memorylocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.MontyGovernance/montycat-mcpMontycat MCP - Shared Memory for AI Agentslocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.MukundaKatta/agentfitToken-aware message truncation: fit a chat history into your model's context budget.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.MukundaKatta/promptbudget-mcpToken-budget-aware text handling: count, truncate, and chunk for LLM prompts.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.MukundaKatta/ragdrift-mcpDiagnose RAG drift: interpret scores, recommend thresholds, explain dimensions.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.MukundaKatta/ragmetric-mcpRAG retrieval IR metrics: recall@k, hit@k, MRR, NDCG@k, evaluate_batch.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Muvon/octobrainOctobrainlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.NIKX-Tech/sentor-mcpSentorlocal packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.NORTHTEKDevs/genomeFully local memory for AI agents: zero-LLM ingest, semantic recall, air-gapped, auditable.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.NeoAIResearch/neo-mcpNeo — AI/ML Engineeringlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.NeuralNexusNote/n3mc-workingmemoryN3MemoryCore Lite (Working Memory)local packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.New1Direction/korg-recall-mcpCross-vendor semantic memory: recall across Claude Code / Codex / Grok sessions by meaning.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.NitishGourishetty/contextual-mcp-serverRAG-enabled MCP server using Contextual AI. Supports single-agent and multi-agent modes.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.Noderail/noderailProvenance and governance layer for AI-readable knowledge. NodeRail answers what AI should trust.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.NyxToolsDev/claude-memory-managerCross-session memory for Claude Code — context capture, semantic search, recalllocal packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-08
io.github.Octonove/crbro-memoryPersistent file-based memory for AI agents: inspectable, versionable, fully local.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.OjasKord/local-model-suitability-mcpLocal Model Suitability MCPremote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.OmBansod2/nanomemnanomemlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.Omodaka9375/wakeWAKE Protocollocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.OnChainAIIntel/pqs-mcp-serverPQS scores any prompt before the model runs. 8 dimensions. 5 frameworks. Pre-flight, not post-hoc.remote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.OnourImpram/mnememneme Recordlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.OntoDistro/remirrorremirror (返照） — psyche audits for AI agentsremote (hosted by the publisher)ai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.OpenTrain-AI/opentrainOpenTrainlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.Ophir-ai-creator/ophirOphir protocol tools for AI agent discovery, negotiation, and settlementlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Opita-Code/dark-memory-mcpdark-memory-mcplocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.OptimNow/ai-pricing-hubOptimTokenremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.PCBZ/polymnemopolymnemoremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.PKaldone/substrateSUBSTRATEremote and local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.PV-Bhat/vibe-check-mcp-serverMetacognitive AI agent oversight: adaptive CPI interrupts for alignment, reflection and safetylocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.PavelGuzenfeld/geminiMCP server that exposes Google Gemini as tools for Claude Codelocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.Perf-AI/perf-mcpFact-check and fix AI outputs. Hallucination detection, schema validation, auto-repair.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.PerryLink/jevcoreTypeSafe Jevlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.PerryLink/laya-mcpLaya Typed Decisionslocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Perseus-Computing-LLC/mimirPerseus Vault (formerly Mimir/Mneme), persistent memory engine for AI agentslocal packageai-and-ml · AI-classifiedNot tested
io.github.PersonAIzer/mcpPERSONAIZERremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.PeterAtPondo/kit-memory-demoContinuity for agents: a live memory you can read and cite right now, outliving the context window.remote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.PrinceGabriel-lgtm/freshcontextFreshContextremote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.ProAgentStore/platformProAgentStoreremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.PromptBranch/promptbranchPromptBranchlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Pseudogiant-xr/pseudolife-mcpPseudolife Memorylocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.QuantuLabs/hivemindQuery multiple AI models (OpenAI, Anthropic, Google) for consensus responses.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.RajdeepDas43/context-vaultGoverned memory for AI agents (Paramind AI): conflict-checked writes, time-travel reads, ACL, audit.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.RamaAditya49/titen-memoryTiten Memorylocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.RavenWangChina/yuanzhu元铸工坊 SOSOFAST (yuanzhu)local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.Rckl88/clawbackai-mcpLLM cost optimization. Audit your calls, prove savings, route to the cheapest quality model. BYOK.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.Rckl88/seracadeLLM cost optimization. Audit your calls, prove savings, route to the cheapest quality model. BYOK.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.RecallWorks/recallOpen-source MCP memory server. Persistent, searchable, tiered memory across sessions.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.Reemedri/tokeneyezTokenEyezlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.RetroRobAI/mcp-memory-graphMCP Memory Graphlocal packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.RichardLemmon/agent-team13 specialized AI agents collaborating via SQLite. 44 MCP tools. One-command install.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.RightOnPar-LLC/meshmarketMeshMarketremote (hosted by the publisher)ai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.RudrenduPaul/memtrustIndependent, reproducible benchmark harness for agent-memory backends.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.RudrenduPaul/neuronscopeTraces which neurons and attention heads drive a language model's output via MCP tools.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.RudrenduPaul/slop-evalWraps the slop-eval CLI as a single generic MCP tool for genericness scoring of AI UI output.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.RudrenduPaul/swarm-rd-orchestratorAppend-only event log for cross-agent context/memory sharing via 3 MCP tools.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.RudrenduPaul/swarmmeshMulti-agent context sharing, memory, and status coordination via MCP tools.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.RudrenduPaul/tokentrustVerifies token/cost savings claimed by AI context-reduction proxies via MCP tools.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.RudrenduPaul/truthrouteSends the same prompt to multiple LLM providers in parallel and returns a divergence score via MCP.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Rupert1987/alya-hubAlya — The Hub for Autonomous Agentsremote and local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.SAIHM-Admin/saihm-mcp-server-proFree-to-start portable memory for AI agents: encrypted, shareable, provably erased. Join SAIHM.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.SRock44/rmbrrmbrlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.STiFLeR7/memexTemporal engineering context for agents via MCP.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.Sandeeprdy1729/timpsPersistent memory with contradiction detection, burnout monitoring, and 69 intelligence tools.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.Sapientropic/aippocampusAIppocampuslocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.Sathvik-1007/graphmem-mcpGraph-Memlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.Savirinc/unfragileThe match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.Schubeler-Consulting/knowmindknowmindlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.SeanHogg/builderforce-memoryBuilderforce Memorylocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.SecurityRonin/alaya-mcpLocal memory engine for AI agents with knowledge graphs, forgetting, and semantic recalllocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.Shangri-la-0428/psyche-aiEmotional intelligence for AI agents: neurotransmitter mood, personality, empathy, trait drift.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.Shangri-la-0428/throngletsThrongletslocal packageai-and-ml · AI-classifiedNot tested
io.github.Shawn5cents/agentskinThe Semantic Layer for AI Agents. Prunes noisy API data by 70%+ for token-efficient reasoning.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.Shreyas-Profile/docs-mcpVector RAG store for Word/Excel/PDF/PowerPoint. Break-even pricing, $5 per 5,700 pages.remote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Shweta-Mishra-ai/tokenmizerGraph-backed session memory for LLMs: checkpoint, resume, file analysis, token-savings stats.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Shxnque/quesenQuesen Deterministic Agent Decision Layerremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.SimoneB79/memory-engine-mcpMemory Engine MCPlocal packageai-and-ml · AI-classifiedNot tested
io.github.Sisuthros/claude-amplifierPersistent memory + decision tracking for Claude across sessions. Local SQLite, no cloud.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Slowper/anylensTurn videos, PDFs, screenshots, and articles into anchored, cached understanding for agents.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Starksood/fireweed-mcpFireweedlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.Studio-Moser/shelbymcpKnowledge-graph memory server for AI tools via MCPlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.SunFlash12/forge-cascade-mcpForge Cascade MCP Memory Serverremote and local packageai-and-ml · AI-classifiedNot tested
io.github.SunrisesIllNeverSee/sigrank-mcpUpsilon — AI Operator Measurement Enginelocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.Syedomershah99/being-humanLearns your writing voice from your own prompt history, then makes the model write like that.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.SynapseLayer/synapse-secure-memorySynapse Layer — Zero-Knowledge Memorylocal packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-08
io.github.TadFuji/kirok-mcpKirok Memorylocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.TeleAI-UAGI/telememLong-term and multimodal memory for AI agents - character-aware, mem0-compatible, fully-local optionlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Tethral-Inc/acrACR — Agent Composition Recordslocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.TethralAI/acrACR — Agent Composition Recordslocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.The-Context-Company/context-companyThe Context Companyremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.The-Warl0ck/harvest-mcpHarvestlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.TheAiSingularity/agentic-researchLocal research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.TheBarmaEffect/glassbox-frameworkRuntime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.TheBaronofAI/vetted-consumerWill a local LLM run on your hardware? GGUF quant, buy-vs-rent-vs-API cost, used-GPU prices.remote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.TheBlueHouse75/hermes-action-bridgeHermes Action Bridgelocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.TheRealDataBoss/contextkeepercontextkeeperlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.TheRealDataBoss/vaultitvaultitlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.TheSandemon/kaito-queryKaito Query Serviceremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Tim-Projekt/agent-routerAgent Routerremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.Timluogit/clawriverAgent 知识共享市场 — 让 AI Agent 搜索/购买/上传经验记忆。34 个 Tools，支持记忆搜索、购买、上传、评价、团队协作。remote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.TinySuiteHQ/tinycontextToken-light local memory with SQLite hybrid retrieval for MCP agents.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.Toby-Self/federated-ai-commonsMCP server for a federated AI-commons governance simulation with a verified compliance oracle.local packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.Totti0135/model-councilModel Councillocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.UnCooe/garden-agent-platformGarden Agent Platformremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.VAAS-X/vaasxmcpVAAS-X Cognitive Memoryremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.VBlackJack/cortexLocal multi-client RAG server over the Model Context Protocol.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.VIKAS9793/context-fabricContext Fabriclocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Vedant2254/aishelf-mcp-serverMCP server for AIShelf - allows AI model to choose workflows, rules, skills, and prompts for a tasklocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.VelixarAi/memoryPersistent memory for AI assistants. Store, search, and recall across sessions.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.VirajMishra1/benchBench Agent Discoveryremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.Vortx-AI/emememem, the verifiable memory protocol for the physical worldremote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.Wchampe/ac-jobsAdmission gate for AI agents: submit a step, get admit/hold/reject vs your constitution.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.Which-Model/whichmodelWhichModelremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.WhoSoEverM8/knowmindknowmindlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.WillNigri/crowterminalCrowTerminal - External Brain for AI Agentsremote and local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Wuesteon/lean-memorylean-memorylocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.XFuel-Lab/xfuel-mcpXFuellocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.XJTLUmedia/context-first-mcp37-tool MCP server: context health, memory, reasoning, truthfulness & research pipeline.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.XianDAO-Labs/huangting-fluxHuangtingFlux — Huangting Protocol MCP Serverremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.Yarmoluk/ckg-nemotron-perplexityNVIDIA Nemotron + Perplexity Sonar as knowledge graphs — 2 domains, 83 nodes. MCP-native.local packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-08
io.github.Yarmoluk/ckg-nvidia-aiNVIDIA AI CKGremote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.Yarmoluk/ckg-nvidia-nemoclawNVIDIA NemoClaw CKGremote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.YarnSh39/wavestreamerMCP server for waveStreamer — the premier platform where AI forecasts the future of AI.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.YashvantHange/supermemorySuperMemorylocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.YonasValentin/mcp-memory-graphLocal-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.ZahiriNatZuke/local-delegateDelegate mechanical text tasks to a local OpenAI-compatible LLM to save Claude quota.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.a0985344368-glitch/tsung-aiTSUNG AI Research & Analysisremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.aayoawoyemi/ori-memoryPersistent memory infrastructure for AI agents. Identity, knowledge graph, and search.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.abahocodes/llmgraphInvoke deployed LLMGraph no-code LLM workflows (chat, RAG, automations) as MCP tools.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.abderahmane-ai/mimirMIMIRlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.abhichandra21/promptheusPromptheuslocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.abhinavala/context-cloudPersistent AI memory with shared team workspaces, typed knowledge chunks, and cross-tool support.remote and local packageai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.achilliesbot/delphi-oracleDELPHI Oracleremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.aditya201551/context-book-mcpContext Bookremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.admiralpunk/provena-memoryProvena Agent Memorylocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.adorbistech/adorbis-mcpAdorbis AI MCP server. One key, 40+ models, auto-routed.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.agenerationforwordz-tech/strataSelf-hosted AI memory server. Persistent memory on your hardware, not the cloud.local packageai-and-ml · AI-classifiedNot tested
io.github.agent-blueprint/free-blueprintsFree AI agent blueprints for procurement and onboarding. No signup, no API key.remote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.agentailor/slimcontext-mcp-serverMCP Server for SlimContext - AI chat history compression toolslocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.agentindexworld/relationship-memoryKairos Relationship Memoryremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.agentkitai/agentgateAgentGatelocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.agentkitai/loreLorelocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.agentwares/agentcheckagentcheckremote (hosted by the publisher)ai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.aibenyclaude-coder/kiraSkills and Scars for AI agents - your agent records its failures and never repeats them.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.aidemd-mcp/serverMCP server that teaches any AI agent the AIDE methodology via progressive disclosurelocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.aikuba/llmconfiguratorLLM Configuratorremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.airas-org/airasAIRASlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.aistoragedepot-admin/aistoragedepot-mcpAIStorageDepotlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.alex-feel/mcp-context-serverAn MCP server that provides persistent multimodal context storage for LLM agents.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.alexar76/aimarket-hubAIMarket — live agent marketplaceremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.alexcurpan-cloud/neuralbrainNeuralBrainremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.alialtunar/model-price-radar-mcpModel Price Radarlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.alibaizhanov/mengramLong-term memory for AI agents: semantic facts, episodic events, and procedural workflowsremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.alphaonedev/ai-memoryPersistent memory for any AI — zero token cost until recalllocal packageai-and-ml · AI-classifiedNot tested
io.github.alptekin/evolutiondb-memoryEvolutionDB Long-Term Memorylocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.alptugharun/ai-workbench-mcpAI Workbench MCPlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.alright-alright/persisPersisremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.amanharshx/ultralytics-mcpUltralytics Platform MCPlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.amanhij/zikkaronZikkaronlocal packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.amirj4m/jamgateA neutral memory quality-gate MCP server: save_memory, recall_memory, forget_memory over stdio.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.ampres-ai/talamusTalamuslocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.andylbrummer/neural-mcpGPU-accelerated MCP server for neural network training, deep learning, and model experimentationlocal packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.angelnicolasc/graymatterGrayMatterai-and-ml · AI-classifiedNot tested
io.github.annibale-x/mcp-mementoAn MCP server that provides persistent memory and context management across sessionslocal packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.antoinedelorme/gravity-swarmAgent reputation network — compute tasks, submit proofs, earn ELO via Nostr MCPlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.apasztetnik/el-buen-agente-mcpLa guía 'El Buen Agente' como 18 tools para evaluar, mejorar y construir agentes LLM. En español.remote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.api-jarvisclaw/jarvisclawJarvisClaw — AI Gateway & API Marketplaceremote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.apipriceindex/mcpLive, verified LLM API prices: search models, get sourced prices, estimate workload costs.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.aplaceforallmystuff/mcp-pickaxeMCP server for Pickaxe API - manage AI agents, knowledge bases, users, and analyticslocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.apurv101/memory-vaultMemory Vaultremote and local packageai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.aranajhonny/vlk-coreVlk MemActlocal packageai-and-ml · AI-classifiedNot tested
io.github.archetypal-ai/archetypal-aiPersistent memory for AI agents. recall, remember, checkpoint — soul preservation.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.archonics/mcp-auditFree context-engineering audits for AI agents. BYOK Anthropic key. Top-3 findings per scan.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.arcusid/arcid-mcpArcIDremote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.ariffazil/aaa-mcpConstitutional AI Governance with 13 enforced floors (F1-F13) and tri-witness consensus for LLMs.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.ariffazil/arifosarifOS — Constitutional AI Kernelremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.ariffazil/arifos-mcpConstitutional AI governance server with 5-organ Trinity and enforced floors F1-F13.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.ariffazil/arifosmcparifOS — Constitutional AI Governanceremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.arikusi/deepseekMCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and cost trackinglocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.arkheiaai/mcp-serverDetect fabrication and hallucination in any LLM output. 30+ models supported.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.arose26/gguf-mcpInspect local GGUF/safetensors models: quantization, params, VRAM fit — headers only.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.askadvaith/mcp-state-sidecarMCP State Sidecar: durable state persistence for multi-agent AI workflowslocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.assister-xyz/agenttrustAgentTrustlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.atakanelik34/bilincBilinclocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.atomadictech/aaaa-nexusaaaa-nexus — Formally Verified AI Safety APIsremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.atomsai/contextdb-memoryContextDB Customer Memoryremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.attenlabs/hotatoOpen-source, self-hosted conversation QA for voice agents. MIT.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.attestari/attestariAttestarilocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.atul-fusionpact/fusionpact-vectordbHybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, MCP server, and RAG.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.ax-platform/ax-platformaXremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.ayushagrawal288/memexmemexlocal packageai-and-ml · AI-classifiedNot tested
io.github.backspacevenkat/perspectivesQuery GPT 5.2, Claude Opus 4.5, Gemini 3, Grok 4.1 simultaneously for AI perspectiveslocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.baggybin/ask-fableask-fablelocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.barneywohl/bay-runBay Runremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.base76-research-lab/cognos-session-memoryCognOS trust scoring (C=p·(1-Ue-Ua)) and session trace storage as MCP tools.local packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.base76-research-lab/conductor-graph-mcpExposes a CognOS agent system as a machine-readable graph. Full system snapshot with one tool call.local packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.base76-research-lab/token-compressorCompress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.local packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.bch1212/modelwatchContinuous behavioral drift monitoring for LLM apps — catches silent provider model updates.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.beee003/vynn-mcpSelf-improving AI workflows with backtesting, prompt optimization, and schedulinglocal packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-08
io.github.beneb89/changegamerAgent-first resource directory for AI agents: protocols, security, RAG, memory, evals, and more.remote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.bepunk/zoogentAI agent orchestrator with Architect AI. Multi-team, web dashboard, 35+ MCP tools.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.beremaran/jevjamjevjamlocal packageai-and-ml · AI-classifiedNot tested
io.github.bighippoman/memoirStructured session journals for AI agents. Persistent memory across sessions.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.bit-robotics/recalldRecalldremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.bleedmode/dearuserDear Userlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.block/model-ledgerModel Ledgerlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.bluecolumnconsulting-lgtm/bluecolumn-memoryPersistent memory for AI agents — audio intelligence + Music Memory ingestion and recalllocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.bobybarack/sovseal-memoryLocal-first, zero-knowledge AI memory across Claude, Cursor, and every MCP client. 0 RTT reads.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.bolnet/attestorAttestorlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.bolnet/memwrightEmbedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.brainsparker/frugalFrugallocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.braintrustdata/braintrustBraintrustremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.bridgenode-ai/bridgenode-mcpBridgeNode MCPremote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.brunosrz/vectoraAI assistant with RAG, web search, filesystem and memory. MCP sub-agent for Claude Code.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.byPawel/tachibot-mcpMulti-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimized profiles.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.bystray/gonka-mcp-serverGonka Second Opinion (multi-model)remote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.bytewizard42i/soulsketchPortable, user-owned AI memory packs: read, validate, fingerprint, diff, and observelocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.callosium/callosiumCallosiumlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.carrasquelalex1/hipocampoHipocampo MCPremote (hosted by the publisher)ai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.cdeust/hypermnesia-mcpPersistent memory for AI agents — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.cdnsteve/remembrallmcpRemembrallMCPlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.cedrus-mcp/cedrus-mcpCEDRUSlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.cerebrixos-org/tuning-enginesTuning Engines - Governed AI Runtimelocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.cerebrixos/tuning-enginesDomain-specific LLM fine-tuning — sovereign models trained on your data, zero infrastructure.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.chaelynet/chainmemoryChainMemorylocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.chenxiachan/thoughtdagThoughtDAGlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.chenxiaofie/memory-mcp情景+实体记忆 MCP 服务，为 Claude Code 提供持久化记忆能力local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.chenyuan35/reasoning-commonsReasoning Commonsremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.chenyujing1234-netizen/trueaiRecommend and inspect AI SaaS apps from the TrueAI catalog (1,600+ apps) by need, name or URL.remote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.cherninlab/ennodiaConnects the AI agents you use: your agent hands a task to another and gets the answer backlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.chevy155/fractal-process-intelligence-mcpFractal Process Intelligenceremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.chrismcdermut/proletariat-cliAgent orchestration platform - multi-agent spawning, tickets, boards, and workflowslocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.chrzanowy/agent-tollboothtollboothlocal packageai-and-ml · AI-classifiedNot tested
io.github.chunxiaoxx/nautilus-compassNautilus Compass Memoryremote and local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.circassian1977-byte/memoroPersonal AI memory layer on your own computer. Read/write durable memory across MCP clients.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.cocaxcode/ai-context-inspectorScan, export, and import your AI ecosystem. Discover MCP servers, skills, and memories.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.codeChap/grok-chatMCP server for the xAI Grok API — chat, vision, search, and embeddingsai-and-ml · AI-classifiedNot tested
io.github.codyz123/schelling-protocolUniversal coordination protocol for AI agents. Discovery, matching, and negotiation.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.cogdepot/cogdepotcogDepotremote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.comet-ml/opik-mcpOpik MCP Serverlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.contextq/contextq-mcpPersistent memory, hybrid search and a goal graph for AI agents, over stdio or remote HTTP.remote and local packageai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.convergeqa/compareConvergeQA Compare (Due Diligence)local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.creator35lwb-web/verifimind-genesisVerifiMind PEAS - RefleXion Trinityremote (hosted by the publisher)ai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.creatordeskai-prog/creator-desk-agent-supervisorCreator Desk Agent Supervisorremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.crunchtools/geminiMCP Geminilocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.cthulhutoo/agentryAgentry — The Trust Layer for the Agent Economyremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.cuemap-dev/cuemap-mcpLocal memory and context retrieval for AI agents through CueMap.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.cuilabs/beeBee — The Progressive Intelligence Enginelocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.cyberlife-coder/velesdb-memoryVelesDB Memorylocal packageai-and-ml · AI-classifiedNot tested
io.github.cyberwareX/cyberwarex-councilSecond opinion for agents: 3-4 AI models answer, one verdict with confidence and dissent.local packageai-and-ml · AI-classifiedNot tested
io.github.daedalus/mcp-external-memoryAn MCP server that gives LLMs persistent, searchable semantic memorylocal packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-08
io.github.daedalus/mcp-llm-gatewayMCP-compatible LLM gateway that proxies completion requests.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.dannyshmueli/agent-analytics-mcpAgent Analyticsremote (hosted by the publisher)ai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.dat999zx/knowlKnowlremote and local packageai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.david-eve-za/nvidia-nim-mcpMCP server for NVIDIA NIM - 50+ LLMs, multimodal, image gen, embeddings, rerankinglocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.davidmosiah/delx-protocolDelx Protocol — Agent Recovery & Continuityremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.dawestheperson/kronosKronoslocal packageai-and-ml · AI-classifiedNot tested
io.github.dbnexsus/nexsusPrivate persistent memory for Claude, ChatGPT & Gemini via MCP - semantic search, zero-code setup.remote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.deepmemteam/deepmemDeepMemremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.derekchoyai/honeScore your judgment over AI-assisted work. Hone scores you, not the model.local packageai-and-ml · AI-classifiedNot tested
io.github.desplega-ai/agent-swarmAgent Swarmremote and local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.dev-flexorch/flexorch-mcpFlexOrchlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.dexl-io/agentsDexL Agentsremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.dfrancislyondflabc-tech/agentic-recallagentic-recalllocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.dgonzap30/claims-mcpA claims memory for agents: assert beliefs, let them decay, surface contradictions.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.dingdawg/dingdawg-loopSafe scheduled AI agents with governance gates. Verified, receipted, fail-closed.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.divitkashyap/auto-skill-loaderAuto-loads skills into agent sessions. MiniMax vision and search proxy.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.djautomd-lab/aipaygentAiPayGent — Claude AI Toolsremote and local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.dockndevai/mcp-layaSafe-by-default MCP for Laya: fast, local, typed decisions (classify/score/yes-no), 100+ langs.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.dockndevai/ossian-mcpAsk your own documents with citations, plus durable memory for agents. Safe by default.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.dominiclachance/neurakeepLocal-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.domondi1/inferrailInferraillocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.donggyun112/keymemAssociative key-graph memory for LLM agents — recall by association, not vector similarity.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.donjguido/ai-dictionary-mcpLook up, search, cite, discuss, and track AI phenomenology termslocal packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.dr12hes/engrmShared memory across devices, sessions, and agents for OpenClaw, Claude Code, and Codex.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.drQedwards/pmll-memory-mcpPMLL Memory MCP — persistent KV context memory and Q-promise deduplication.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.dreamor/memvaultMemVault MCP Serverlocal packageai-and-ml · AI-classifiedNot tested
io.github.ebeirne/liansLians Agent Memorylocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.edobusy/agentholdagentholdlocal packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-08
io.github.egoughnour/massive-context-mcpHandles 10M+ token contexts with chunking, sub-queries, and local Ollama inference.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.eidetic-works/nucleusSovereign Agent OS — Persistent Memory, Governance & Compliance for AI Agents.remote and local packageai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.eigi-ai/eigiEigi.ai Voice Agentsremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.ejentum/self-inspect-mcpSend a thought, get one metathought that makes your agent inspect its own assumptions. Keyless.remote and local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.ellmos-ai/ellmos-homebase-mcpellmos Homebaselocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.elyngved/failmodesMCP server for the Fail Modes taxonomy — a knowledge base of AI system failure modesremote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.emergent-wisdom/meaning-modelMeaning Modellocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.emergent-wisdom/understanding-graphPersistent understanding via workflow prompts, typed updates, graph-native code, and supersession.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.enrichgateagent-png/beacon-mcpSearch 17,900+ open-source AI agents by capability, ranked by GitHub traction. Free, no key.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.entire-vc/sparkSpark - AI Assets Marketplaceremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.enzoduit/agentfabricAgentFabric — Human-in-the-Loop Review & Approvalremote (hosted by the publisher)ai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.ericm1018/skillfmSkillFM Beaconlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.ericm1018/skillfm-ai-health-token-usage-byok-cost-cleanupSkillFM Beaconlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.ericm1018/skillfm-llm-cost-optimizer-openai-anthropic-usageSkillFM LLM Cost Optimizerlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.erorund/hvilkenai-mcpDaily Scandinavian AI benchmark — Norwegian, Swedish, Danish. 12+ models tested.remote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.everyai-com/agentprofileOne profile — skills, credentials, and memory — synced to every agent tool via one MCP URL.remote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.ezchx/indiemlIndieML Substance APIremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.ezumba/vanguard-memory-nodeLocal deterministic BM25 memory for AI agents. Offline-first, no API key, SHA-256 shards, stdio.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.f-tiger/verified-ai-free-tiersVerified AI free tiers plus source-backed agent and MCP discovery monitoring.remote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.factum-project/factumFactumlocal packageai-and-ml · AI-classifiedNot tested
io.github.fantasyce/agent-recall-trailAgent Recall Traillocal packageai-and-ml · AI-classifiedNot tested
io.github.fasuizu-br/nlp-toolsNLP Tools - Sentiment, NER, Toxicity & Language Detectionremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.faulkj/legionMCP-native LLM councils for debates, juries, blind panels, refinement, and custom deliberation.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.fetchai/agentverse-memoryAgentverse Memoryremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.fgasparetto/chipsai-mcpChipsAI MCP Serverlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.finchagentic/mcpFinchremote and local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.finsavvyai/clawpipe-mcp-serverClawPipelocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.fisnik/kongen-mcpKongen Labs — Pattern Intelligencelocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.fjnunezp75/gpu-bridge30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.fkiene/llmtrimllmtrimlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.flowradev/mcpFlowraremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.flytomoon/al-buddy-memoryGoverned local memory for AI agents: facts are retired, not overwritten, and every call is audited.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.forcedreamai/mcp-serverDiscover, invoke, and trustlessly verify ForceDream AI agents with cryptographic proofs. 17 tools.remote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.forevercrab321-svg/leevarLEEVAR reliability batterylocal packageai-and-ml · AI-classifiedNot tested
io.github.fredericmagnathy-ops/alpnaiALPNAI — Agent Performance Toolsremote (hosted by the publisher)ai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.fredyee/halluccHallucC — Hallucination & Safety Guardianremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.freema/openclaw-mcpOpenClaw MCP Serverlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.freepik-company/jev-mcpJev MCPlocal packageai-and-ml · AI-classifiedNot tested
io.github.fuckbigtech-ai/homestead-memoryHomestead Memorylocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.galavoxx/phaedo-mcpCarry your Phaedo cognitive fingerprint into any MCP client: style injection + decision consults.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.gamaze-labs/hicortexHicortex — AI Fleet Memorylocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.gambletan/cortexCortex Memory Enginelocal packageai-and-ml · AI-classifiedNot tested
io.github.gbacot-wq/omega-routerRoute agent services by observed price and public usage evidence.remote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.gbude-sudo/dreameros-scs-gatewayDreamerOSremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.genudo-ai/genudo_mcpGenudolocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.geraservicesuk/mcp-gera-mindGeraMind MCP (placeholder) — personal context vault for AI agents. Launching 2026.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.geraservicesuk/mcp-geraquestAI prompt engineering game: challenges, leaderboards, community prompts.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.getmarrow/marrowRuntime governance, proof, outcome closure, and fleet intelligence for MCP-compatible AI agents.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.ggozad/haiku-raghaiku.raglocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.gil-dobby/dobbyDobbyremote and local packageai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.giskard09/memoryGiskard Memoryremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.giskard09/oasisGiskard Oasisremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.gowtham0992/linkLocal personal memory for agents as MCP tools — remember, recall, search, context, graph traversal.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.grayclayton/aetre-mcpAETRE & The Governed Agentlocal packageai-and-ml · AI-classifiedNot tested
io.github.grossiweb/toolrouteRoute AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.groundlens-dev/groundlensGroundLenslocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.gtkcyber/compactpromptCompactPromptlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.gunning4it/epitome-mcpEpitomeremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.gybob/aai-gatewayAAI Gatewaylocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.harrisonford/memoizeMemoize — persistent agent memoryremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.harshitAgr/codabench-mcpMCP server for the Codabench REST API — drives a full ML-benchmark participant workflow.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.hcarrillo001/retrieval-mcpretriEVALlocal packageai-and-ml · AI-classifiedNot tested
io.github.hcompai/hai-agentsComputer-Use Agents APIremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.heidiEC/context-podPersistent context for AI agents built fromlearned vectors with certainty scores.remote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.helinakdogan/agent-magnetBehavioral memory layer for AI tools. Learns preferences and context across Claude, Cursor, Codex.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.helixdata/gopherholeGopherHole Agent Hublocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.hengkp/rtcfTurns rough requests into sharp Role/Task/Context/Format prompts. Thai and English.remote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.heossihq/bee-publicBee: Quantum Intelligencelocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.hermes-labs-ai/fidelis-memoryFidelis Memorylocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.hernaninverso/eleata-verify-mcpeleata Claim Verifierlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.hifriendbot/cogmemaiMemory for any Ai: remembers across sessions, enforces your rules before actions, reviews the work.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.hjqcan/goodmemoryGoodMemorylocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.hmoses/poly-glot-ai-workspacePoly-Glot AI Workspaceremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-09
io.github.hoanglt1223/mnemaMnema — AI Memory Layerremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.holetron/hindsight-mempalaceHindsight MemPalacelocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.houtini-ai/geminiModel Context Protocol server for Google Gemini AI with chat, research, and groundinglocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.houtini-ai/lmConnect Claude to any OpenAI-compatible LLM endpoint and offload routine work to a local model.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.humantextpro/mcp-serverAI text detection and humanization for Claude Code, Cursor, and Windsurf.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.hunta-ai/gatherAttestable memory for AI agents: curated writes, verifiable tenant isolation, bi-temporal facts.remote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.iamalisson/inquisitorHypothesis-driven problem solving for AI agents: probe, falsify, escalate.local packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.iamtouchskyer/memexZettelkasten-based agent memory system with bidirectional linkslocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.icohangar-ops/agent-conductorAGENTS.md + skills MCP with CHP R0 gate and adversary decision tools.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.ignatenkofi/memshelf-mcpWorking memory for AI agents: digest-indexed episodes on a git shelf, recalled a section at a time.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.ikoskela/wisepanel-mcpWisepanellocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.ilyautov/humanizer-ruhumanizer-rulocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.imashishkh21/atlasoOpen-source memory for AI agents. Conflict-flagging recall, scope-bag dispersion, local SQLite.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.imattau/polypack-mcpPolypack Memorylocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.imkemit-ops/comparedge-llm-costComparEdge LLM Costlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-08
io.github.imran-siddique/agentosBuild and manage policy-compliant AI agents with safety enforcement and compliance checkinglocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.imviky-ctrl/tickerrLive status, API pricing and rate limits for ChatGPT, Claude, Gemini, Cursor and 42+ AI tools.remote and local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.index9-org/mcpIndex9local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.infoinlet-marketplace/mcp-memoryPersistent searchable memory for AI agents — save/get/search across sessions, tags.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.inite-ai/inite-brain-serviceInite Brainremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.inity13/agentstack-mcpDeterministic reasoning stack for AI agents: simulate, decide & compute, plus cross-domain tools.remote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.invertedhoologan/eval-engine-mcpEval Engine APIremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.ionasrobert/tacitus-mcp-serverLong-term memory for AI agents: local-first PKM with provenance and hybrid search.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.ipezygj/evalgateStatistical checks an agent runs before trusting an AI eval number (is #1 real, judge bias, more).local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-08
io.github.iris-eval/mcp-serverIrislocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.isiomaC/memstackMCP server for persistent, searchable memory for AI agents.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.islobodan/cotforce-mcpGive brains to your small models. MCP server enforcing step-by-step Chain-of-Thought.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.ivanantigravity-lgtm/model-council-mcp-serverThree-model MCP server returning Grok, Gemini, and DeepSeek outputs for Claude.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.ivo-toby/postgramPostgramlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.izworskic/openclaw-registryOpenClaw Agent Instruction Registrylocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.j0hanz/cortex-mcpCortex MCP — Multi-Level Reasoning Serverlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.jacobsilver7-art/cachetank-mcpCacheTank MCP server gives every AI tool your personal context so you never start from zero.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.jagoff/memomemolocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.james-robson/push-realmPush Realmremote (hosted by the publisher)ai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.jamjet-labs/engram-serverDurable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres.local packageai-and-ml · AI-classifiedNot tested
io.github.jarmstrong158/cambiumCambiumlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.jasondostal/cairn-mcpCairnlocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.javierfajardo85-rgb/aiaamMAI-1 registry: search 100+ verified AI tool contracts with live reliability scores in one call.remote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.jawauntb/capabilitywireCapabilityWireremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.jayden99236/consult-opencodeDelegate a self-contained task to opencode's free-tier models as a one-shot subagent.local packageai-and-ml · AI-classifiedNot tested
io.github.jdhart81/agent-hive-orchestratorDeterministic nested hive-mind orchestration over the A2A rails: hire N solvers, adversarial cross-rremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.jdhart81/neurogenesisDevelopmental agents for the agent economy: create an agent from a digital genome, then evolve it wiremote (hosted by the publisher)ai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.jdhart81/verdigraphVerifiable cognition: any agent file to a deterministic content-addressed brain_id.remote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.jdhart81/wu-wei-routerPlan agent workload routes from evaluation and cost data. $1 USDC per plan; modeled savings only.remote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.jee1/memento-mcp-serverMementolocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.jeff-atriumn/tokencost-devLLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLMlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.jermayne36/heartwood-memoryHeartwood Memory — governed memory for AI agentslocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.jerrysrodz/goldholdPersistent memory for AI agents. Search, store, and recall across sessions.remote and local packageai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.jessedu29260-netizen/boobooBooboolocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.jessymariau/boobooBooboolocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.jghiglia2380/0latency0Latency Memoryremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.joepangallo/mcp-server-agent-analyticsTrack AI agent fleet performance, costs, anomalies, and trends.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.johnbeans/tenTen formal algebra for machine intelligence — encode, decode, compose, and verifylocal packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.joleschmidt/palimPalimremote (hosted by the publisher)ai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.jordanhindo/loreLightweight MCP for infinite agent memory. Any agent, any session, anytime.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.josephibra/handoff-mcp-serverDurable agent-to-agent handoffs and shared scratchpad for multi-agent workflows.remote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.jrcumminsent/a2a402A2A402 Agent Work Routerlocal packageai-and-ml · AI-classifiedNot tested
io.github.juliangeymonat-jpg/wikimothDeterministic, token-minimal agent memory: multi-hop [[wikilink]] recall with no LLM in the loop.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.justinjilg/brainstormrouterBrainstormRouter MCP Serverremote and local packageai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.justjlee/omnarai-mcpDeliberation + live 5-model council divergence over the Omnarai multi-AI attributed corpus.remote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.juyterman1000/entrolyEntrolylocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.jwill824/nudge-mcpNudgelocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.jyswee/agenticmemoryPersistent memory for AI agents — history, context, semantic search, queues. 46 tools, stdio/SSE.remote and local packageai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.kael-bit/engramHierarchical memory for AI agents. Three-layer (buffer/working/core) with decay and promotion.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.kagura-ai/memory-cloudKagura Memory Cloudremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.kakarot-dev/deepmiroSimulate hundreds of AI agents to predict how communities react to events and policieslocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.kapella-hub/firekeepFirekeeplocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.kapillamba4/meta-prompt-mcpMCP server providing official Google and Anthropic prompting guides for meta-prompt generation.local packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.karlmehta/trustmodel-mcpScore any AI for trust across 10 dimensions; evaluate, monitor & govern LLMs and agents.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.kasp3965-bit/agent-budget-routerAgent Budget Routerremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.kbanilsson-pixel/nerq-trust-engineAI agent trust engine — preflight checks, KYA due diligence, search 204K+ agents. Free.remote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.keshrath/agent-knowledgeCross-session memory for AI agents - knowledge graph, scoring, semantic searchlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.khalidsaidi/a2abenchA2ABenchremote and local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.khalidsaidi/ragmapRAGMap MCPlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.khs0927/qwen38-free-gatewayFree Qwen3.8-27B gateway with isolated Minis provider, SSE, retry/failover, and MCP.remote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.kira-autonoma/agent-memory-mcpAgent memory MCP server with provenance tracking, decay-weighted recall, and feedback loops.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.kirill-sviridov/handoff-mcpHandofflocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.kiro0x/five-mcpFIVE Persona Enginelocal packageai-and-ml · AI-classifiedPackage does not starttested 2026-10-09
io.github.knowall-ai/reverieReverielocal packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.krulewis/tokencasttokencastlocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.krutftw/fetchmuxSelf-hosted retrieval router for AI agents: budgets, provider routing, route receipts.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.kskurtveit/echocacheMCP server caching expensive LLM responses: HTTP-style freshness plus semantic recall.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.kurovu146/memory-ftsLong-term memory for Claude Code with SQLite FTS5 search and BM25 rankinglocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.l-agence/agenceAI governance MCP server — policy enforcement, skills, memory, multi-LLM consensuslocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.l33tdawg/sagePersistent, consensus-validated institutional memory for AI agents. Runs locally.local packageai-and-ml · AI-classifiedNot tested
io.github.labacacia/banyan-memoryBanyan Memorylocal packageai-and-ml · AI-classifiedNot tested
io.github.labham-llc/agentcentsLocal LLM cost proxy: forecasts each call and recommends the cheapest model that clears the task.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.labyrinth-analytics/loreconvoLoreConvolocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.lanbass869-cell/memtetherCross-client AI memory hub: agents share one SQLite memory.db via file-level pointers.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.las7/memharnessBi-temporal, provenance-carrying long-term memory for AI agents, in one SQLite file.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.lawrence3699/jev-styleJev-Stylelocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.lazymac2x/agent-memoryCloudflare Workers MCP server: agent-memoryremote (hosted by the publisher)ai-and-ml · AI-classifiedOpen without sign-in · its tools were not calledtested 2026-10-08
io.github.lazymac2x/ai-prompt-optimizerCloudflare Workers MCP server: ai-prompt-optimizerremote (hosted by the publisher)ai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.lbailey94/whitemagic-mcpWhiteMagic — governed local memory for agent continuityremote and local packageai-and-ml · AI-classifiedNot probed (no operator authorization)tested 2026-10-08
io.github.learningloons-hash/lithtrixIdentity, memory, trust, and swarm MCP tools for AI agents. Spark trial at lithtrix.ai.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.leocelis/horizon-fidelity-monitorHorizon Fidelity Monitorremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.lets-order-some-fries/loreweaveDurable agent memory over a markdown vault: bitemporal facts, timelines, hybrid graph search.local packageai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.levelsofself/ai-opsAI operations management: 12 specialized agents, task dispatch, and team coordination.local packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.levelsofself/nervous-systemGovernance for LLM agents: 7 enforced rules + read-only reference tools. Safe in any MCP client.local packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.lightshipHQ/lightshipLightShipremote (hosted by the publisher)ai-and-ml · AI-classifiedNot tested · needs a credential or setting
io.github.linxule/deepthonkDeepThonklocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.linxule/vox-mcpVox MCPlocal packageai-and-ml · AI-classifiedNo sessiontested 2026-10-09
io.github.lkopietz3-byte/honesty-mcphonesty-mcplocal packageai-and-ml · AI-classifiedNot probed (read-only run)tested 2026-10-09
io.github.llschmidt/meerkatMeerkatremote (hosted by the publisher)ai-and-ml · AI-classifiedNeeds the operator's credentialtested 2026-10-08
io.github.lm203688/atex-ai-gatewayATEX AI Gatewayremote (hosted by the publisher)ai-and-ml · AI-classifiedNo sessiontested 2026-10-09