Search & Knowledge MCP Servers

Search engines, RAG, knowledge graphs, memory

2,686 servers

ai-agents-api-library

66
npx

MCP server: search a catalog of 300+ APIs and MCP servers that AI agents can call (auth, free tier, MCP endpoint, docs).

26 68/wk

arxiv-mcp-server

65
uvx

A flexible arXiv search and analysis service with MCP protocol support

2,864

Flutter MCP Toolkit

65
Docker

Inspect and drive Flutter debug apps/games: semantic snapshots, search, and custom client tools

394

Vexor

65
uvx Auth Required

A semantic search engine for files and code.

246

io.github.alibaizhanov/mengram

65
Remote

Long-term memory for AI agents: semantic facts, episodic events, and procedural workflows

205

l0g.fr Risk Intelligence

65
Remote

Read-only macro risk analysis, evidence, signals, and source-backed research from l0g.fr.

19

Hex Research

64
npx

Research graph MCP for hypotheses, goals, runs, source quality, audits, and generated maps.

583

io.github.marianfoo/mcp-sap-docs

64
npx

Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search

247

io.github.kriptoburak/xquik

64
Remote

Real-time X (Twitter) data: tweet search, user lookup, media, monitoring & more.

220

Piia Engram

64
uvx

Local-first AI identity for MCP coding tools. Lessons, decisions, and context you control.

165

Pensyve

64
Docker

Universal memory runtime for AI agents — episodic, semantic, and procedural memory.

97

AMIRA — Africa Multiple Research Data

64
Remote MCP App

Read-only access to AMIRA, the Africa Multiple research-data platform on Omeka S.

1

narsil-mcp

63
npx

A blazingly fast MCP server for code intelligence - multi-language parsing, semantic search, call graphs, security scanning

161 27/wk

ai.smithery/infranodus-mcp-server-infranodus

63
Remote

Map text into knowledge graphs to create a structured representation of conceptual relations and t…

104

io.github.king-of-the-grackles/reddit-research-mcp

62
uvx

Turn Reddit's chaos into structured insights with full citations - MCP server for Reddit research

259

thebrain-mcp-server

62
npx

MCP server for TheBrain 15 — semantic operations over the local API

8 80/wk

Tako

62
Remote

Premium live data from S&P Global, FRED, OECD & more, plus web search, in one call.

6

io.github.LeandroPG19/memory-industry

61
npx

MemoryIndustry persistent memory MCP server: BM25+MMR retrieval and audit.

30

Kagura Memory Cloud

61
Remote

Persistent memory for AI assistants: store, search, and connect knowledge across conversations.

12

@imenam/mcp-documentor

61
npx Caution 75

MCP server to create, manage and search project documentation with staleness tracking and semantic search.

405/wk

@sprigr/mcp-server

61
npx

Sprigr MCP server — local AI agent search with WASM-powered full-text search and hybrid semantic search. Also exports a Workers-compatible runtime for in-process search inside Cloudflare Workers / bundled environments.

168/wk

buyking-mcp

61
npx Caution 75

BuyKing MCP Server for Claude Desktop

55/wk

@jkudish/jev-mcp

61
npx

MCP server exposing TypeSafe Jev as purpose-built judgment tools: verify claims, screen for injection, find, rerank, classify, decide, compare passages, extract fields, review patches, and gate completion claims, each with typed probabilities.

6,485/wk

paper-search-mcp-nodejs

61
npx

A Node.js MCP server for searching and downloading academic papers from multiple sources, including arXiv, PubMed, bioRxiv, Web of Science, and more.

1,083/wk
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