Rag Knowledge Mcp

io.github.CSOAI-ORGPublished by GitHub account CSOAI-ORGv1.0.8Updated Oct 30, 2026

Rag Knowledge MCP Server by MEOK AI Labs

VerifiedSTDIODesktop onlyKnowledge & MemoryAI & ML

Overview

AI-generated overview

Local RAG knowledge-base MCP server that gives an assistant semantic search, document chunking, relevance ranking and knowledge-graph queries.

What you can do
  • Search a knowledge base semantically and rank results by relevance
  • Index documents and split them into chunks for retrieval
  • Query a knowledge graph for related knowledge
  • Aim to reduce hallucination by grounding answers in indexed material
When to use it
Useful when you want an assistant to answer from your own indexed documents rather than general knowledge, or to experiment with a local RAG and knowledge-graph setup over stdio.
Requirements
Runs as a local process over stdio; install from PyPI with pip (or run via uvx) and a Python environment. No authentication, environment variables or headers are declared.
Before you install
The README is largely promotional: it advertises paid tiers, Stripe purchase links, a free tier of 10 calls per day and compliance claims, so treat pricing and EU AI Act claims as unverified marketing. Indexing sends your documents into the local knowledge base; review what you index.

Installation

In SourceWeft

  1. Open Rag Knowledge Mcp in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

[MCP Scorecard: 86/100]

Rag Knowledge MCP

[MEOK AI Labs] [GSPC] [License] [PyPI]

RAG knowledge base MCP — semantic search, document chunking, relevance ranking, hallucination red...

RAG knowledge base MCP — semantic search, document chunking, relevance ranking, hallucination reduction. MIT.

🚀 Quick Start

bash
# Install via pippip install rag_knowledge_mcp
# Or install via Smitherynpx -y @smithery/cli@latest install rag-knowledge-mcp --client claude

✨ Features

  • MCP protocol compliant
  • Easy installation
  • Well-documented API
  • Production-ready
  • Active maintenance

📖 Documentation

🛡️ Compliance

This MCP server is built with EU AI Act compliance built-in:

  • ✅ Article 9 — Risk Management System
  • ✅ Article 13 — Transparency & Instructions for Use
  • ✅ Article 15 — Bias Detection & Testing
  • ✅ Article 26 — FRIA Support (where applicable)
  • ✅ Article 50 — AI Content Watermarking (where applicable)

Need help getting compliant? Book a free 15-min diagnostic →

🏢 Enterprise

Need custom development, SLA guarantees, or white-label deployment?

  • Pro: $99/mo — Full MCP suite + EU AI Act tracking
  • Enterprise: $499/mo — Custom dev + SLA + Dedicated support

View Pricing → | Contact Sales →

🤝 Part of the MEOK Ecosystem

This server is part of the MEOK AI Labs ecosystem — 300+ MCP servers for sovereign AI governance.

DomainPurpose
councilof.aiEU AI Act compliance marketplace
safetyof.aiAI safety & monitoring
meok.aiSovereign AI platform
cobolbridge.aiLegacy modernization

📜 License

MIT © CSOAI-ORG

Built with 💜 by MEOK AI Labs · UK Companies House 16939677

MIT © [MEOK AI Labs](https://meok.ai)

Pairs with MEOK Governance Suite

Build something that touches users? You need compliance. MEOK ships 38 governance MCPs that drop in alongside this tool — EU AI Act, DORA, NIS2, CRA, GDPR, ISO 42001, FDA SaMD, MDR, Basel, MiFID II, MiCA, COPPA, and more.

bash
# One-shot install of the governance packnpx meok-setup --pack governance

Free tier: 10 calls/day per MCP. Pro tier (£79/mo): unlimited + cryptographically signed compliance attestations your auditor verifies independently.

→ Full catalogue: councilof.ai/catalogue → MEOK AI Labs: meok.ai

💸 Try MEOK in 30 seconds — instant buy ladder

TierPriceWhat you getStripe
Smoke test£1Signed sample MCP-Hardening report + Article 50 PDFhttps://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t
Quick Kit£9EU AI Act Article 50 implementation guide (C2PA + EU-Icon)https://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t
Founder Call£2930-min 1-on-1 with the founderhttps://buy.stripe.com/aFa7sNcgAdQS0ZT1Uc8k91t

Refundable. UK Stripe — VAT-clean. Builds on the 81-MCP MEOK fleet. Verify any signed report at https://meok.ai/verify.

Configuration

Add to your claude_desktop_config.json (Claude Desktop) or your MCP client config:

json
{  "mcpServers": {    "rag-knowledge-mcp": {      "command": "uvx",      "args": ["rag-knowledge-mcp"]    }  }}

Or: pip install rag-knowledge-mcp then run the rag-knowledge-mcp command (stdio transport).

Examples

Once configured, ask your assistant, for example:

  • "Use semantic_search to …"
  • "Use knowledge_graph_query to …"
  • "Use index_document to …"

Source: README.md at commit 304d613

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

1
  1. v1.0.8LatestSep 16, 2026

Score

50% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts