Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Gitlab Mcp Server
io.github.dubuqingfeng
GitLab MCP (Model Context Protocol) server for AI agents
Uploadkit
io.github.drumst0ck
UploadKit MCP — 40+ upload components, route scaffolds, BYOS setup, full docs search.
Knos
io.github.drexthealpha
One local memory every coding agent on this machine shares, with claims so they don't collide.
MemVault MCP Server
io.github.dreamor
Shared memory router for AI agents: save/search/recall, session-start injection, review inbox.
Pmll Memory Mcp
io.github.drQedwards
PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.
Engrm
io.github.dr12hes
Shared memory across devices, sessions, and agents for OpenClaw, Claude Code, and Codex.
MantisBT MCP Server
io.github.dpesch
MantisBT MCP server – manage issues, notes, files, tags, and relationships. With semantic search.
Mitos
io.github.dovahkiin-v
Architectural decision memory for LLM-native workflows — markdown for humans, a graph for agents.
Twitterapi Io Mcp
io.github.dorukardahan
Offline access to TwitterAPI.io docs for AI assistants. 67 endpoints, 32 pages, 24 blog posts.
Twitterapi Docs Mcp
io.github.dorukardahan
Offline access to TwitterAPI.io docs for AI assistants. 52 endpoints, guides, pricing.
Keymem
io.github.donggyun112
Associative key-graph memory for LLM agents — recall by association, not vector similarity.
Neurakeep
io.github.dominiclachance
Local-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.
Google Docs
io.github.domdomegg
Allow AI systems to read and edit Google Docs.
Ossian Mcp
io.github.dockndevai
Ask your own documents with citations, plus durable memory for agents. Safe by default.
Docfork
io.github.docfork
Up-to-date Docs for AI Agents.
Docdiagram Mcp
io.github.docdiagram
DocDiagram MCP server - embedded diagrams in MDX docs
uagents
io.github.doc2mcp
MCP server for uagents documentation, generated by doc2mcp.
tabletopsimulator
io.github.doc2mcp
MCP server for tabletopsimulator documentation, generated by doc2mcp.
sunpeak
io.github.doc2mcp
MCP server for sunpeak documentation, generated by doc2mcp.
stocksense-ai
io.github.doc2mcp
MCP server for stocksense-ai documentation, generated by doc2mcp.
skill
io.github.doc2mcp
MCP server for skill documentation, generated by doc2mcp.
opencode
io.github.doc2mcp
MCP server for opencode documentation, generated by doc2mcp.
network
io.github.doc2mcp
MCP server for network documentation, generated by doc2mcp.
manus
io.github.doc2mcp
MCP server for manus documentation, generated by doc2mcp.