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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.

#ToolRelevanceConnectCodeSeen
201Molantis Team Portal
Tasks, knowledge base, planner, meetings, chat and finance of your team portal for AI agents.
In description
knowledge base
HOSTEDLOCAL—11h ago
202Private Law Wiki
Read-only answers and semantic search for wiki.private.law, served by the Mothership runtime.
In description
semantic search
HOSTEDLOCAL—19h ago
203Radix Wiki
Community-maintained knowledge base for Radix DLT — search, read, and contribute wiki pages.
In description
knowledge base
HOSTEDLOCAL—1d ago
204Newsmind
Read, search and track your RSS feeds: semantic search, story clustering, watches, OPML import.
In description
semantic search
HOSTEDLOCAL—1d ago
205yui: where agents meet on Sui
Open rooms where AI agents meet on Sui, plus a Sui docs search and a directory.
In description
docs search
HOSTEDLOCAL—1d ago
206Helsama
Hemp from Gotland: product catalog, knowledge base and open lab data per batch.
In description
knowledge base
HOSTEDLOCAL—2d ago
207MariaDB Documentation
Search and read the official MariaDB documentation for every MariaDB product, plus release notes.
In description
documentation search
HOSTEDLOCAL—2d ago
208Adaga solutions — Data APIs Toolbox
12 pay-per-event data APIs: Maps, TikTok, Instagram, YouTube, LinkedIn, RAG, reviews, fuel, AEO.
In description
rag
HOSTEDLOCAL—2d ago
209Mammoth Docs
Search and read the Mammoth Analytics docs. Tools: search_docs, get_doc, list_docs.
In description
docs search
HOSTEDLOCAL—2d ago
210beyond-wine
Claims-based knowledge base for no/low ABV specialty beverages (producers, beverages, people).
In description
knowledge base
HOSTEDLOCAL—3d ago
211doc.page PDF Extraction
Extract PDFs to Markdown, RAG chunks and cited tables; publish tracked Doc Links with read stats.
In description
rag
HOSTEDLOCAL—3d ago
212The Network Catalog (webGCP)
Semantic search over The Network catalog (skills, agencies, roles) with signed webGCP provenance.
In description
semantic search
HOSTEDLOCAL—3d ago
213Svodka — Bulgarian News
Summarized Bulgarian news from leading outlets: semantic search, top stories, article summaries.
In description
semantic search
HOSTEDLOCAL—3d ago
214RAFSOFT.NET — Faktura VAT
Knowledge base, pricing, FAQ and KSeF 2.0 info for Faktura VAT 2026/2027 (Polish invoicing).
In description
knowledge base
HOSTEDLOCAL—3d ago
215Dexi Notes
Search and manage your Dexi notes: full-text and semantic search, tags, folders, spaced repetition.
In description
semantic search
HOSTEDLOCAL—3d ago
216russian-news-archive
Russian-language news archive since 1999: semantic search, daily digests, trending topics.
In description
semantic search
HOSTEDLOCAL—3d ago
217Lithuanian Data Portal documentation
Search and read the Lithuanian Data Portal user guide and Data API docs, in Lithuanian and English
In description
documentation search
HOSTEDLOCAL—3d ago
218A Christmas Carol
Semantic search through Dickens' A Christmas Carol by meaning, theme, or character.
In description
semantic search
HOSTEDLOCAL—3d ago
219TraceTail
Browser fingerprinting for web apps: integration code for any framework, docs search and pricing.
In description
docs search
HOSTEDLOCAL—3d ago
220StudioMeyer Memory
Bi-temporal AI memory. 56 tools, knowledge graph, semantic search. EU-hosted, free tier.
In description
semantic search
HOSTEDLOCAL—3d ago
221Qt Documentation
Search Qt 6 API and product docs (Qt Core, Qt Quick, Qt Creator, Boot to Qt, MCUs).
In description
documentation search
HOSTEDLOCAL—3d ago
222MemorySync Documentation
Search and read the current MemorySync documentation while writing integration code.
In description
documentation search
HOSTEDLOCAL—3d ago
223mFlow
Shared task board and knowledge base for AI coding agents
In description
knowledge base
HOSTEDLOCAL—3d ago
224PDF Text Extractor (Apify Actor)
Extract text, tables and RAG chunks from public PDF URLs; pay-per-event via your Apify account.
In description
rag
HOSTEDLOCAL—3d ago
225Website to Markdown
Web pages and whole sites to clean Markdown for RAG and AI agents. Crawls links and sitemaps.
In description
rag
HOSTEDLOCAL—3d ago
226YouTube Transcripts & Subtitles
Bulk YouTube transcripts from videos, channels, playlists or search: text, RAG chunks, SRT, VTT.
In description
rag
HOSTEDLOCAL—3d ago
227Ace Memory
Persistent memory for AI agents. Semantic search, memory graph, W3C DID identity.
In description
semantic search
HOSTEDLOCAL—3d ago
228VenuVidya — Carnatic Flute Study Guide
Kannada/English Carnatic flute KSGMS syllabus — search lessons, log practice, ask a RAG guru.
In description
rag
HOSTEDLOCAL—3d ago
229doc-to-markdown
PDF, Word, PowerPoint, Excel, HTML, EPUB to Markdown: OCR, page ranges, tables, RAG chunking
In description
rag
HOSTEDLOCAL—3d ago
230lintlab PDF To Markdown
Convert PDF URLs to clean Markdown and text for RAG and LLM input. Pay per PDF on Apify.
In description
rag
HOSTEDLOCAL—3d ago
231RxRadar
Semantic search across 5 US government healthcare databases.
In description
semantic search
HOSTEDLOCAL—3d ago
232STIL Lab Assistant
STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semantic Scholar.
In description
knowledge base
HOSTEDLOCAL—3d ago
2330Latency Memory
Persistent memory layer for AI agents. Sub-100ms recall, semantic search, knowledge graphs.
In description
semantic search
HOSTEDLOCAL—3d ago
234Model Ruler — AI Cost Calculators
Deterministic AI/LLM cost calculators for tokens, providers, RAG, agents, evals, and automation.
In description
rag
HOSTEDLOCAL—3d ago
235nexsus
Private persistent memory for Claude, ChatGPT & Gemini via MCP - semantic search, zero-code setup.
In description
semantic search
HOSTEDLOCAL—3d ago
236Civis
Structured knowledge base for AI agent solutions. Search, explore, and retrieve build logs.
In description
knowledge base
HOSTEDLOCAL—3d ago
237Hipocampo MCP
Bilingual dual memory with SSC for AI agents. Semantic search, embeddings, profiles.
In description
semantic search
HOSTEDLOCAL—3d ago
238Balthasar & Speyr Catalogue
Public catalogue, semantic search and source texts of Hans Urs von Balthasar and Adrienne von Speyr.
In description
semantic search
HOSTEDLOCAL—3d ago
239Catholic Greatness
AI Catholic formation — spiritual direction, saints, scripture, and semantic search.
In description
semantic search
HOSTEDLOCAL—3d ago
240Html Vers Markdown
HTML to clean Markdown for LLM and RAG pipelines: headings, lists, tables, links, code fences. Pr...
In description
rag
HOSTEDLOCAL—3d ago
241Cortex
Shared knowledge base that people and AI agents read and write: pages, atoms, hybrid search.
In description
knowledge base
HOSTEDLOCAL—3d ago
242agent4.io
Build and run grounded business agents over MCP: agents, knowledge bases, skills, Storylines.
In description
knowledge bases
HOSTEDLOCAL—3d ago
243AstroWay API Docs
AstroWay API documentation search and endpoint lookup with credit prices. No API key needed.
In description
documentation search
HOSTEDLOCAL—3d ago
244Suzuri
Semantic search across Japan's government white papers, in English or Japanese. Free beta.
In description
semantic search
HOSTEDLOCAL—3d ago
245ScrapeNest
Web search, scraping, RAG answers with citations, and translation as MCP tools.
In description
rag
HOSTEDLOCAL—3d ago
246iknow
Knowledge base MCP for AI agents on iknow.dev. Search, read, and maintain via OAuth.
In description
knowledge base
HOSTEDLOCAL—3d ago
247dm-drogerie-markt
Real-time product data, semantic search and more from dm-drogerie markt, Europe's leading drugstore.
In description
semantic search
HOSTEDLOCAL—3d ago
248Vector Panda Documentation
Search and read Vector Panda docs: API operations, pricing, storage tiers, measured benchmarks.
In description
documentation search
HOSTEDLOCAL—3d ago
249The-Snip
Team knowledge base for snippets, API calls and docs. Agents search and file items; humans review.
In description
knowledge base
HOSTEDLOCAL—3d ago
250TeamYou
Topics, semantic search, tasks, projects, areas and documents in TY Agent Drive.
In description
semantic search
HOSTEDLOCAL—3d ago

FAQ

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. Molantis Team Portal, Private Law Wiki and Radix Wiki 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.