Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Linksee Memory
io.github.michielinksee
Hand a project over with the reasons attached. Local-first cross-agent memory MCP + drift detection.
Verified Googledocs Mcp
io.github.michaelrobertsutton
MCP server for Google Docs with verified writes — every mutation returns before/after proof.
Hot Memory Mcp
io.github.michael-denyer
Two-tier memory: hot cache (0ms) + semantic search. Self-organizing.
Mimic AI
io.github.miapre
Builds Figma from your design system: real components and tokens, enforced, learning every build.
ContextPull
io.github.mi2arun
Exact document sections on demand for LLM agents: index in context, search, read, grep, neighbours.
okf-mcp
io.github.mfdaves
Validate, search, graph, and safely author local Open Knowledge Format bundles.
Metis RWA Research
io.github.metis-rwa
Research tokenized real-world assets on Solana: issuer controls, supply, liquidity, premiums
meshdb
io.github.meshpop
Distributed search and indexing MCP — full-text search, semantic queries, structured data
nMEMORY
io.github.menot-you
Memory your agent can trust — every answer carries its source; when it doesn't know, it says so.
Memwyre
io.github.memwyreai
Universal persistent memory and knowledge retrieval layer for AI agents and LLMs.
Memoweft
io.github.memoweft
Portable AI memory as MCP tools: five reads and three controlled writes.
Mem0
io.github.mem0ai
Persistent memory for AI agents: add, search, update, and delete long-term memories.
Context Engine
io.github.melonelish
Compress logs, retrieval chunks, and code context into structured LLM-ready signal.
Agent Loop Mcp
io.github.meharajM
Agentic memory manager. Install Skill: npx skills add meharajM/agent-loop-mcp
JAIL Search
io.github.mefengl
Search a billion+ documents — papers, books, code, legal cases, forums, Wikipedia, and more.
Meeba Brain
io.github.meemoprasad
Repository knowledge graph MCP server for codebase understanding and debugging.
Environmental Retrieval Layer
io.github.mdlinde-sketch
Search public Australian environmental evidence with provenance across authoritative catalogues.
Token Lens
io.github.mdfifty50-boop
Context window token analysis and budget management
Domain Expertise
io.github.mdfifty50-boop
Inject deep domain knowledge into any AI agent
Mirror
io.github.mctx-ai
Give Claude an honest self-model — behavioral tendencies built from evidence, not session memory. Mi
Help
io.github.mctx-ai
Get accurate answers about mctx and MCP servers from live docs, not outdated training data. Look up
Bible
io.github.mctx-ai
Study the Bible in its original Hebrew and Greek — semantic search, word studies, cross-references,
Social → Context
io.github.mcp-dir
Turn a TikTok/Instagram/YouTube link into text for your AI: metadata, transcript and image OCR.
Recall
io.github.mcp-dir
Recall (recall.it) — your AI knowledge base / 'second brain'. Via the official API: semantic search