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Knowledge & memory MCP servers

419 knowledge & memory MCP servers, ranked by popularity.

Updated 2026-10-18

419 knowledge & memory MCP servers, most popular first. Every listing shows its security level and install command.

NamePopularitySecurity
story-cli
Git-native Markdown content CLI: search, read, write and govern story, paper and note repos, generate READMEs,
–Low risk
agentic-recall
Long-term memory over a folder of Markdown files: local hybrid retrieval (BM25F, dense vectors, phrase proximi
–Low risk
mnemos
Persistent memory with swappable Postgres/pgvector, Qdrant or Neo4j backends, adaptive retrieval weighting, du
–Low risk
brainy
Self-hosted shared brain for multiple agents: Git-versioned Markdown knowledge plus a task queue with atomic c
–Low risk
telys-sdk
Official Telys MCP server — private, on-device memory & retrieval for AI assistants: 19 tools covering memory
–Low risk
honest-stat-gov-mcp
Polish Central Statistical Office (GUS) Local Data Bank (BDL): browse subjects, search variables and territori
–Low risk
hlido-mcp
Hlido trust scores, claim audits and comparisons for reviewed AI agents: tier verdicts, per-claim pass/fail au
–Low risk
realrun-mcp
Read-only lookups of independent RealRun test results for AI models on everyday tasks (inbox triage, meeting s
–Low risk
mcp-server
Cluefinch MCP provides Deep Research infrastructure for AI agents: web search, incremental page reading, sourc
–Low risk
uap-pulse
Read-only search of declassified U.S. federal UAP/UFO records, with hotspots, timelines, a live map dataset an
–Low risk
getabrain-mcp-server
Ask paid human workers questions via GetABrain and get schema-validated JSON answers: yes/no, ratings, ranking
–Low risk
agentfem-mcp
Create, validate, run, inspect and verify AgentFEM finite-element simulations.
–Low risk
cite-caddy
Read and write a Zotero library: items, collections, tags, attachments, notes and bibliography export, with mu
–Review before installing
andre-mcp
French election results since 1999 at polling-station level, with INSEE data, elected officials and boundaries
–Low risk
briefing-mcp
Hourly LLM-ranked news briefings (AI, markets, sports, world) as structured JSON and e-ink pages, plus provena
–Low risk
fds-mcp
Freedom-of-information requests in Germany via FragDenStaat: find the responsible authority, check the law and
–Low risk
tube-bridge
Self-hosted YouTube research: video and channel search, transcripts, comments, playlists, timestamped frames a
–Low risk
mcp-libraryofcongress
Full-text search of the Library of Congress's digitised American newspapers, plus catalogue search by media ty
–Low risk
mcp-databnf
Search the open catalogue of the Bibliothèque nationale de France for authors, their works and the editions he
–Review before installing

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