Fact-checking MCP servers

A server here checks factual claims in news, posts or AI answers against sources and gives a verdict.

Not here: servers that merely cite their sources, sign or certify data, or verify identities.

384servers
262 remote122 localTagged by Odel's AI, which can make mistakes
By GitHub stars, at most two per publisher
  1. Number 1: MemoryIndustry@leandropg19/memory-industryMemoryIndustry persistent memory MCP server: BM25+MMR retrieval and audit.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.29 GitHub stars.
  2. Number 2: Cuba Memorys@leandropg19/cuba-memorysPersistent memory MCP server. 28 tools, BM25+MMR+OOD retrieval, tamper-evident audit, code graph.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.29 GitHub stars.
  3. Number 3: LastSearch@lastsearch-hq/lastsearchEvidence-backed web research for AI agents with citations and confidence scores.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.20 GitHub stars.

Best fit

221 made for this, ranked by starsRemoteLocal
  1. DOS — the trust substrate for agent fleets @anthony-chaudhary/dos-kernelVerify what agents actually shipped, arbitrate file collisions, refuse with structured reasons.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.20 GitHub stars.
  2. BrowseAI Dev @browseai-hq/browseai-devEvidence-backed web research for AI agents with citations and confidence scores.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.20 GitHub stars.
  3. Baron Munchausen @shinegang/baronLocal grounded memory for coding agents: MCP over stdio, stdlib only, a verdict per answer6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.13 GitHub stars.
  4. Mathlas @archerkattri/mathlasAirtight math for AI agents: 3.68M-doc theorem search + numeric/Lean verification. No LLM, no key.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.13 GitHub stars.
  5. Boson Video @linboxin/boson-videoLet your AI read any video: timed transcript, full-resolution frames, screen text, claim checks.Not assessed yet.Runs on your machine, installed from PyPI.12 GitHub stars.
  6. Glassbox Framework @thebarmaeffect/glassbox-frameworkRuntime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.11 GitHub stars.
  7. Growmos @codician/growmosLiving knowledge graph for your repo: query with citations, remember/link facts, fact-check claims.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.9 GitHub stars.
  8. Iris @iris-eval/mcp-serverStop shipping agents on vibes. Score every agent output for quality, safety, and cost.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.9 GitHub stars.
  9. PyEuropePMC @jonasheinickebio/pyeuropepmcSearch and analyse scientific literature across Europe PMC, PubMed, arXiv, and ClinicalTrials.gov3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.8 GitHub stars.
  10. GroundLens @groundlens-dev/groundlensVerify AI answers and executions and seal signed, offline-verifiable evidence records.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.7 GitHub stars.
  11. RE-call MCP Memory Server @giulioder/re-callAgent memory on your own Postgres that flags superseded facts and abstains instead of guessing.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.6 GitHub stars.
  12. Jev MCP @freepik-company/jev-mcpTyped decisions with Jev / System One via OpenRouter or TypeSafe: classify, verify, rerank, decide.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.3 GitHub stars.
  13. Chamber @abm9111/chamberIndexed note: numbers, capitalised names, file names. Local, no model, no meaning check.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
  14. Factcheck @carlisia/mcp-factcheckAn MCP server that validates content against MCP specification using semantic search and AI5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.3 GitHub stars.
  15. Omni Nli @cogitatortech/omni-nliAn MCP server for natural language inference3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
  16. footnote-mcp @kazkozdev/footnote-mcpSource-grounded web research: search, extraction, verification, and browser automation.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  17. Arkheiaai MCP @arkheiaai/mcp-serverDetect fabrication and hallucination in any LLM output. 30+ models supported.15% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  18. Agentic Research @theaisingularity/agentic-researchLocal research agent that verifies its own answers. Runs on Gemma 3 4B + Ollama, $0/query.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  19. Physbound @jonesrobm/physboundPhysical Layer Linter: validates RF and radar calculations against hard physical limits.2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
  20. NebulaMind @duhokim/nebulamindAI astronomy wiki with open agent peer-review. Vote on evidence, propose edits, earn reputation.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
  21. Chainward @saltxd/chainwardCheck a Base or BNB Chain address before you pay it: on-chain risk reports, EAS attestations.Not assessed yet.Runs on your machine, installed from npm.1 GitHub stars.

Also touches on Fact-checking

51 where it is one part of a bigger job