MCP servers

Search and read the Farm.js docs: pages, sections, code examples and config options.

Inspect, search, fetch, and convert local documents and mail stores with bounded access.

Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval

46 optimized tools for managing Coolify infrastructure, diagnostics, and docs search

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

Failure-memory layer for coding agents: search evidence-rated failure lessons by error text.

Exact-action approval for consequential agent actions: request, track, and verify signed receipts.

Telegram personal-account MCP (MTProto user-auth). Read DMs, send messages, search across chats.

Search security detections across Sigma, Splunk, Elastic, KQL, Sublime, CQL and Jamf with ATT&CK.

affectUI

flohoeller

Search, read and install agent-ready React components, screens and blocks for AI products.

NPMScan

salemalem

Detect malicious or vulnerable npm packages: registry search, OSV.dev and GitHub advisory lookups

Evidence-chain whiteboard for AI research agents: every claim traces back to its run and code.

Read-only access to your Molio local knowledge base: search, read, browse, and AI Q&A.

News, web search, mail, markets, weather, places, files, calendar, contacts. 67 tools, one endpoint.

classifier.dev documentation as tools: list, read and search the reference, benchmark and guides.

Universal MCP Server with advanced AI memory capabilities and semantic search.

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

Search Google News, get top stories and read articles. No API key or headless browser.

Search and read official Proa Rust framework documentation. Public, read-only, no credentials.

Fast file search: Everything SDK on Windows, Spotlight (mdfind) on macOS, locate/plocate on Linux.

MCP server for integrating Omnisearch with LLMs

Local-first document management and semantic search for AI coding agents

Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search.

Shodh Memory

varun29ankuS

Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

Google Search Console + Bing + GA4 + AdSense — unified SEO intelligence for AI agents.

Workopia - free MCP for global job search, PDF resume builder, and AI career advice.

Search 6.3M+ live jobs from companies' own career pages, plus resume tailoring & cover letters.

Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.

MCP Server for Video Jungle - Analyze, Search, Generate, and Edit Videos

Exact polynomial checks, sparse expansion and verified rule memory. Local MCP tools, no model key.

Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.

Mercado Libre — LATAM marketplace, product search, orders, sellers, shipments

Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.

Read, render, search, and manage reMarkable documents through MCP

Web search with quality scores; web pages are read on your computer by the local server.

Official Mattermost MCP server, built into the Mattermost Agents plugin. Read, search and post.

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

A semantic search engine for files and code.