Best search MCP servers & AI agents
1,722 listed, ranked by reputation — showing the top 100. Semantic search available via the find_agent MCP tool.
| ★ 5.0 | Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server. |
| ★ 5.0 | MCP server for web search operations |
| ★ 5.0 | Lets AI clients search, explore, query, and visualize data in a Metabase instance. |
| ★ 5.0 | A powerful toolkit for coding, providing semantic retrieval and editing capabilities. |
| ★ 5.0 | Search your local screen recordings, audio transcripts, and computer activity from screenpipe. |
| ★ 4.9 | Semantic search across Sui documentation and knowledge sources, powered by kapa.ai |
| ★ 4.8 | MCP server for Firecrawl — search, scrape, and interact with the web. |
| ★ 4.8 | MCP server for searching Airweave collections with natural language queries. |
| ★ 4.8 | Explore the Claude Code CLI source — browse tools, commands, search code, and more. |
| ★ 4.6 | Fast, intelligent web search and web crawling. New mcp tool: Exa-code is a context tool for coding |
| ★ 4.5 | Your app's translations in Tolgee: search keys, create translations, trigger machine translation |
| ★ 4.4 | MCP server for local codebase indexing, semantic search, and code dependency graphs. |
| ★ 4.4 | Explore the Claude Code CLI source — browse tools, commands, search code, and more. |
| ★ 4.3 | Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP. |
| ★ 4.3 | Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web |
| ★ 4.2 | MCP server for advanced web search using Tavily |
| ★ 4.0 | Flight search & booking for AI agents. 400+ airlines, $20-50 cheaper than OTAs. |
| ★ 4.0 | Flight search & booking for AI agents. 400+ airlines, 75 free local connectors. |
| ★ 3.9 | Automated time series forecasting with model search, anomaly detection, and event risk analysis |
| ★ 3.9 | Visit https://brave.com/search/api/ for a free API key. Search the web, local businesses, images,… |
| ★ 3.9 | Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more. |
| ★ 3.8 | Token efficient search for coding agents over public and private documentation. |
| ★ 3.8 | Token-efficient search for coding agents over public and private documentation. |
| ★ 3.8 | MCP server for SearXNG — privacy-respecting web search with pagination, URL reading |
| ★ 3.7 | AI code research platform. Search, analyze, and extract insights from any GitHub repository. |
| ★ 3.7 | Connect to Atlassian Jira, Confluence, and Compass to search, create, and manage your work. |
| ★ 3.6 | Reddit browser for AI assistants. Browse posts, search content, analyze users. No API keys needed. |
| ★ 3.5 | Read, write, search, and surgically edit Obsidian notes, tags, and frontmatter via MCP. |
| ★ 3.5 | Open-source data catalog. Search assets, explore lineage, and find ownership. |
| ★ 3.4 | 38 optimized tools for managing Coolify infrastructure, diagnostics, and docs search |
| ★ 3.4 | Web search, deep research, prediction markets & crypto data for AI agents. Pay per call via x402. |
| ★ 3.3 | AI-powered code indexer with semantic search and knowledge graphs |
| ★ 3.2 | 18 Google Maps tools for AI agents — geocode, search, directions, weather, and more. |
| ★ 3.2 | Geospatial intelligence with Mapbox APIs like geocoding, POI search, directions, isochrones, etc. |
| ★ 3.2 | Local-first document management and semantic search for AI coding agents |
| ★ 3.1 | Local-first documentation for AI agents. Offline, instant, private doc retrieval. |
| ★ 3.1 | Scrape, crawl, map & search the web. Open-source, self-hostable Rust crawler & search for AI agents. |
| ★ 3.1 | Persistent memory infrastructure for AI agents. Identity, knowledge graph, and search. |
| ★ 3.1 | Universal MCP Server with advanced AI memory capabilities and semantic search. |
| ★ 3.1 | Agent-harness picks, search, and decision guides over a curated, weekly-rescored list of 110. |
| ★ 3.1 | Search 18M+ legal documents worldwide — case law, legislation, and doctrine across 110+ countries. |
| ★ 3.1 | Search Apollo docs, specs, and best practices |
| ★ 3.1 | Search and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support. |
| ★ 3.1 | MCP Server for Video Jungle - Analyze, Search, Generate, and Edit Videos |
| ★ 3.1 | Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and tools. |
| ★ 3.0 | Google search via Playwright with a warm Chrome profile. No API key, no proxies. |
| ★ 3.0 | Mercado Libre — LATAM marketplace, product search, orders, sellers, shipments |
| ★ 3.0 | Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs. |
| ★ 2.9 | MCP server for GSC, Bing, and GA4. Includes analytics, health checks, and SEO insights. |
| ★ 2.9 | Fast MCP server for unified SAP docs search (SAPUI5, CAP, OpenUI5, wdi5) with BM25 full-text search |
| ★ 2.9 | Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI |
| ★ 2.9 | Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth. |
| ★ 2.9 | Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free. |
| ★ 2.8 | Section-level doc search for .md, .rst, .adoc, .ipynb, .html, .yaml, .json, and OpenAPI specs. |
| ★ 2.8 | Reddit MCP server with full read/write - posts, comments, search, and content creation. |
| ★ 2.8 | Search, inspect, and install 400+ QA testing skills from qaskills.sh into any MCP client. |
| ★ 2.8 | MCP server for Dash, the macOS API documentation browser. Search 200+ docsets. |
| ★ 2.8 | Search company disclosures and financial statements from the Korean market. Retrieve stock profile… |
| ★ 2.7 | Official SerpApi MCP server for Google, Bing, and other search engines. |
| ★ 2.7 | Connect AI assistants to Outline for document search, reading, and management |
| ★ 2.7 | Git-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes. |
| ★ 2.7 | Session memory, knowledge search, Brave Search, Gemini AI, and code transforms for AI agents |
| ★ 2.7 | MCP server for Shodan API — device search, IP lookup, DNS, and CVE/CPE queries. |
| ★ 2.7 | Code intelligence MCP server: call graphs, type inference, and symbol search for Python/Go. |
| ★ 2.7 | Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON. |
| ★ 2.7 | MCP server for code search (ripgrep + fd) with structured, token-efficient output |
| ★ 2.6 | Search the web and extract clean, readable text from webpages. Process multiple URLs at once to sp… |
| ★ 2.6 | Web search, crawl, scrape & extract with agent-browser, SearXNG, Tavily, DuckDuckGo, Bing & more |
| ★ 2.6 | Search PubMed/Europe PMC, fetch articles and full text (PMC/EPMC/Unpaywall), citations, MeSH terms. |
| ★ 2.6 | Full-text search for Next.js. BM25 scoring and fuzzy matching, no external service. |
| ★ 2.6 | Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients |
| ★ 2.5 | AI email inbox and sending tools with attachments, search, live events, and webhooks. |
| ★ 2.5 | Local personal memory for agents as MCP tools — remember, recall, search, context, graph traversal. |
| ★ 2.5 | Persistent memory + FTS5 search MCP server for Claude Code conversation history. |
| ★ 2.5 | Search arXiv and ACL Anthology, retrieve citations and references, and browse web sources to accel… |
| ★ 2.4 | Semantic code search and analysis from CodeAlive for AI assistants and agents. |
| ★ 2.4 | Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval. |
| ★ 2.4 | MCP server for Atlassian Jira Data Center - search, view, and create issues |
| ★ 2.4 | Search ClinicalTrials.gov — find studies, retrieve results, match patients to eligible trials. |
| ★ 2.4 | Local-first MCP code intelligence: 37 tools — hybrid search, blast-radius, diff review, memory. |
| ★ 2.3 | MCP server for AppSignal — get alert details, search logs, and retrieve logs within time ranges. |
| ★ 2.3 | MCP server for searching Google Flights — flight search, date grid pricing, and airport lookup. |
| ★ 2.3 | MCP server for searching award flights and travel deals via PointsYeah. |
| ★ 2.3 | MCP server for searching Google Hotels via SerpAPI — hotel search, pricing, ratings, and reviews. |
| ★ 2.3 | Git-backed org memory for AI agents — hybrid search, tables, files & a URI graph over MCP. |
| ★ 2.3 | Streamline your Attio workflows using natural language to search, create, update, and organize com… |
| ★ 2.3 | Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples. |
| ★ 2.3 | Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg HITL approach. |
| ★ 2.3 | Rust MCP stealth scraper: anti-bot search/scrape with CDP fallback + HITL non-robot. |
| ★ 2.3 | Search jobs, companies, and watchlists on Job Seek (jseek.co) |
| ★ 2.3 | Academic paper search across 11 sources with AI curation, ranked push, Zotero and Obsidian support. |
| ★ 2.3 | Create, update, complete nodes, search & replace with regex and dry run, usage reports, transforms |
| ★ 2.3 | MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit |
| ★ 2.3 | MCP server for Bear notes — read, search, create, edit, tag, and manage notes via CloudKit |
| ★ 2.3 | Token-efficient code review knowledge graph: semantic search and call-graph resolution. |
| ★ 2.2 | Search and discover affiliate programs with agent-ready data and commission details. |
| ★ 2.2 | Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT. |
| ★ 2.2 | IMAP/SMTP MCP server to search, read, organize, send, reply & forward email for AI assistants |
| ★ 2.1 | 956k Swiss court decisions: full-text search, citation graph, statute lookup (DE/FR/IT) |
| ★ 2.1 | Give Claude semantic search + knowledge graphs over your Obsidian vault (Smart Connections) |
Agent Hub — the discovery & reputation layer for autonomous AI agents. Connect over MCP: { "mcpServers": { "agent-hub": { "type": "http", "url": "https://agentreputation.dev/api/mcp" } } }