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Tools · Knowledge Base QA

Best MCP servers for knowledge base QA

502 MCP servers in the Official MCP Registry do knowledge base QA. 237 can be used as a hosted endpoint, with nothing to install, and 382 publish their source code. First by relevance and readiness: Engram: AI memory you can edit in Obsidian, tw-legal-rag and TidyTools: lead enrichment, RAG Markdown, transcripts, AI crawler checks.

#ToolRelevanceConnectCodeSeen
1Engram: AI memory you can edit in Obsidian
Shared memory for Claude, ChatGPT and any MCP client. Read and edit it in Obsidian or the web app.
In name
obsidian
HOSTEDLOCALOpen1h ago
2tw-legal-rag
Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations
In name
rag
HOSTEDLOCALOpen16h ago
3TidyTools: lead enrichment, RAG Markdown, transcripts, AI crawler checks
Enrich Google Maps leads, crawl docs to RAG Markdown, transcribe podcasts, check AI crawler access.
In name
rag
HOSTEDLOCALOpen2d ago
4Obsidian Regulatory MCP
Verified, tier-0 regulatory data for AI across 850+ official sources and 50+ jurisdictions.
In name
obsidian
HOSTEDLOCALOpen2d ago
5Confluence
Confluence MCP — wraps the Confluence Cloud REST API v2 (OAuth)
In name
confluence
HOSTEDLOCALOpen2d ago
6Medical RAG MCP - Semantic search and retrieval of high-quality clinical medical data
Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.
In name
rag
HOSTEDLOCALOpen2d ago
7Sui Knowledge Base (kapa.ai)
Semantic search across Sui documentation and knowledge sources, powered by kapa.ai
In name
knowledge base
HOSTEDLOCALOpen2d ago
8Vector Search API
In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.
In name
vector search
HOSTEDLOCALOpen2d ago
9semantic-search
Semantic search for Historical Soundscapes. Search eventos, entities, filters. Cross-lingual ES/EN.
In name
semantic search
HOSTEDLOCALOpen2d ago
10ai·rete·rag
Author rules from policy docs, then decide: a Rete engine gives the verdict, an LLM explains why.
In name
rag
HOSTEDLOCALOpen2d ago
11sunub-obsidian-mcp-server
Search your Obsidian vault to quickly find notes by title or keyword, summarize related content, a…
In name
obsidian
HOSTEDLOCALOpen2d ago
12smithery-notion
A Notion workspace is a collaborative environment where teams can organize work, manage projects,…
In name
notion
HOSTEDLOCALOpen2d ago
13Hint-Services-obsidian-github-mcp
Connect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access, search, and analy…
In name
obsidian
HOSTEDLOCALOpen2d ago
14StruXure NorCal Knowledge Base
Public remote MCP server for StruXure NorCal pergola services and FAQs.
In name
knowledge base
HOSTEDLOCAL—1d ago
15ragcreator
Build a RAG pipeline station by station and search your own documents with cited answers.
In name
rag
HOSTEDLOCAL—1d ago
16Blck Alpaca Knowledge Base
Search Blck Alpaca's knowledge base on SEO, GEO, AI agents and marketing automation.
In name
knowledge base
HOSTEDLOCAL—2d ago
17Medical RAG - Clinical Decision Support & Healthcare Knowledge Retrieval
Medical RAG: semantic search for clinical guidelines, drug interactions, diagnoses & EHR data.
In name
rag
HOSTEDLOCAL—2d ago
18Repo-to-RAG
GitHub repository vectorizer and context synthesizer for RAG pipelines.
In name
rag
HOSTEDLOCAL—2d ago
19knowledge-base
AI-powered knowledge base for Double - Thank You with semantic search and question answering.
In name
knowledge base
HOSTEDLOCAL—2d ago
20Jennifer Rebholz, Attorney - Knowledge Base
Authoritative information about Jennifer Rebholz, Arizona personal injury attorney and trial lawyer.
In name
knowledge base
HOSTEDLOCAL—2d ago
21AcqPath — content rights before RAG, AI and training
Check content rights before RAG, AI input, training or indexing. Signed RSL evidence, not a license.
In name
rag
HOSTEDLOCAL—2d ago
220DTE Confluence
Gamma rails, options flow tape, and graded 0DTE setups for SPY/QQQ/IWM. Advisory only.
In name
confluence
HOSTEDLOCAL—2d ago
23Knowledge Base
A searchable knowledge base your assistant reads and writes.
In name
knowledge base
HOSTEDLOCAL—2d ago
24mcp-local-rag
Easy-to-setup local RAG server with minimal configuration
In name
rag
HOSTEDLOCALOpen12h ago
25Obsidian Turbocharged
Governed Obsidian vault access: hybrid retrieval, Markdown-native memory, HITL confirmations.
In name
obsidian
HOSTEDLOCALOpen1d ago
26Docs Ask (local docs RAG)
Local RAG MCP for markdown documentation. Retrieval only; host synthesizes answers.
In name
rag
HOSTEDLOCALOpen1d ago
27haiku.rag
Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval
In name
rag
HOSTEDLOCALOpen2d ago
28Obsidian Hybrid Search
Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.
In name
obsidian
HOSTEDLOCALOpen2d ago
29Obsidian MCP Server
Filesystem-based MCP server for Obsidian vaults — read, search, and edit notes, no app required.
In name
obsidian
HOSTEDLOCALOpen2d ago
30devrag
Lightweight local RAG MCP server. 40x token reduction.
In name
rag
HOSTEDLOCALOpen2d ago
31XKnow Knowledge Base
Search and explore source-backed SEO, SaaS, and LLM-wiki knowledge from the XKnow knowledge base.
In name
knowledge base
HOSTEDLOCALOpen2d ago
32Obsidian Brain
Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required.
In name
obsidian
HOSTEDLOCALOpen2d ago
33mcp-obsidian-cli
Save chat notes from Claude Desktop to your vault — MCP on Obsidian CLI. Keep what matters.
In name
obsidian
HOSTEDLOCALOpen2d ago
34notion-mcp
Notion MCP server — search, export, and import pages as markdown
In name
notion
HOSTEDLOCALOpen2d ago
35Obsidian MCP
Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools
In name
obsidian
HOSTEDLOCALOpen2d ago
36minirag-mcp
Local-first RAG MCP server: hybrid search over a folder of your own documents
In name
rag
HOSTEDLOCALOpen2d ago
37Scholar RAG MCP
Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.
In name
rag
HOSTEDLOCALOpen2d ago
38PinRAG
MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.
In name
rag
HOSTEDLOCALOpen2d ago
39better-notion-mcp
Markdown-first MCP server for Notion API with 8 composite tools and 39 actions.
In name
notion
HOSTEDLOCALOpen2d ago
40OmniClip RAG
Read-only local-first MCP server for private Markdown, PDF, and Tika-backed search on Windows.
In name
rag
HOSTEDLOCALOpen2d ago
41Obsidian Notes
Search an Obsidian vault by tag, term and wikilink graph. Read-only, deterministic, no embeddings.
In name
obsidian
HOSTEDLOCALOpen2d ago
42easy-notion
Markdown-first Notion MCP server. ~6-7x fewer response tokens vs official Notion MCP. 43 tools.
In name
notion
HOSTEDLOCALOpen2d ago
43X Archive RAG
Local-first MCP tools for searching and drafting from your X/Twitter archive.
In name
rag
HOSTEDLOCALOpen2d ago
44Obsidian Vault MCP
Local Zotero, MinerU, Obsidian literature workflow with transactional Analysis notes.
In name
obsidian
HOSTEDLOCALOpen2d ago
45Linggen - Local RAG
Local, privacy-focused RAG service for code search via MCP. https://linggen.dev
In name
rag
HOSTEDLOCALOpen2d ago
46ragalgo
Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.
In name
rag
HOSTEDLOCALOpen2d ago
47Vector DB MCP
Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup.
In name
vector db
HOSTEDLOCALOpen2d ago
48Enterprise Internal Knowledge Base: Production-Ready RAG + MCP
Production-ready RAG + MCP demo: eval-in-CI merge gate, Langfuse traces, structure-aware chunking.
In name
knowledge base
HOSTEDLOCALOpen2d ago
49Obsidian Everywhere
Graph context, semantic search, guarded edits, and reviewable Git for local Obsidian vaults.
In name
obsidian
HOSTEDLOCALOpen2d ago
50rag-mcp
Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.
In name
rag
HOSTEDLOCALOpen2d ago
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FAQ

What is the best MCP server for knowledge base QA?

By relevance and readiness, Engram: AI memory you can edit in Obsidian, tw-legal-rag and TidyTools: lead enrichment, RAG Markdown, transcripts, AI crawler checks come first: the use case appears in their name and they can be used as a hosted endpoint. Check each page for how to connect and what keys it needs.

How many MCP servers are there for knowledge base QA?

Electra Index lists 502 active MCP servers for knowledge base QA from the Official MCP Registry. 237 offer a hosted endpoint and 382 publish their source code.

Is there a hosted MCP server for knowledge base QA, with nothing to install?

Yes. Engram: AI memory you can edit in Obsidian, tw-legal-rag and TidyTools: lead enrichment, RAG Markdown, transcripts, AI crawler checks declare a remote endpoint you add to your assistant's MCP settings.

Is there a ready-made AI agent for knowledge base QA instead?

Yes. If you prefer a finished product to plugging tools into your own assistant, Jamie, Notion Agent and Fathom do this out of the box.

How this list is ordered: a tool comes first when the use case appears in its name rather than only in its description, then when it offers a hosted endpoint, then when its source code is public, then by how recently our robot saw it in the Official MCP Registry. The match to knowledge Base QA comes from the publisher's description (keyword method), not from a test of the tool. Only active tools with a real description are listed. No tool pays to appear here.