Search & retrieval

Servers and agents that search, index, or retrieve information on demand. 1 132 entrées correspondantes dans le registre Forge — affichage des 150 premières.

• santifer/career-opsAI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch process
• @agent-infra/mcp-server-searchMCP server for web search operations
• assafelovic/gpt-researcherAn autonomous agent that conducts deep research on any data using any LLM providers
• firecrawl-mcpMCP server for Firecrawl — search, scrape, and interact with the web, and search scientific papers. Supports b
• io.github.airweave-ai/searchMCP server for searching Airweave collections with natural language queries.
• firecrawl/firecrawl-mcp-server🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM c
• io.github.pollinations/exaSearch the live web and fetch clean content from source pages.
• MinishLab/sembleFast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
• exa-labs/exa-mcp-serverExa MCP for web search and web crawling!
• @brave/brave-search-mcp-serverBrave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.
• mcp-searxngMCP server for SearXNG integration
• tavily-mcpMCP server for advanced web search using Tavily
• genieincodebottle/generative-aiComprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview prepara
• aaron-he-zhu/seo-geo-claude-skills20 SEO & GEO skills for Claude Code, Cursor, Codex, and 35+ AI agents. Keyword research, content writing, tech
• doobidoo/mcp-memory-serviceOpen-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowl
• qdrant/mcp-server-qdrantAn official Qdrant Model Context Protocol (MCP) server implementation
• ai-search-hubRun the AI Search Hub browser automation scripts for Yuanbao, LongCat, Doubao, Qwen, Gemini, Grok, and MiniMax
• study8677/antigravity-workspace-templateMulti-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assistant.Works
• chigwell/telegram-mcpTelegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages
• brave/brave-search-mcp-server
• can4hou6joeng4/boss-agent-cliAI-agent-first CLI for BOSS 直聘 — 职位搜索、福利筛选、招聘者工作流、MCP 工具与 AI 简历优化
• @putervision/vision-memory-mcpPersistent visual cache for LLM-driven software development. Caches screenshots using perceptual hashing, vect
• perplexity-mcpMCP server providing search, reasoning, and research capabilities powered by Perplexity AI models
• @digestseo/mcp-gscSelf-hostable Google Search Console MCP server for analytics, URL inspection, sitemaps, indexing, and SEO repo
• elastic/mcp-server-elasticsearchOfficial Elastic MCP server for interacting with Elasticsearch clusters
• @docsagent/docsagentDocsAgent MCP server for your knowledge base — Zotero, Obsidian, and Apple Notes (macOS) over a resident nativ
• browser-searchMulti-engine web search (SearXNG) + browsing/scraping (Camofox, CloakBrowser). Use whenever you need to do web
• hermosoMarketing on autopilot, run from your own AI agent. 868 tools. Publishing, scheduling, ad campaign management,
• ir-search🇰🇷 한국 정부 지원사업 전수조사 에이전트 스킬 [Claude Code·Codex·agy(Antigravity)·Cursor·Gemini CLI·Grok Build 지원] K-Startup·기업
• io.github.cr7258/elasticsearch-mcp-serverMCP server for interacting with Elasticsearch
• search-console-mcpGoogle Search Console + Bing + GA4 + AdSense — unified SEO intelligence for AI agents.
• alfanous3-mcpSearch and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.
• io.github.Alfanous-team/alfanousSearch and explore the Holy Qur'an with Arabic text, transliteration, and advanced search support.
• @digestseo/mcp-geoSelf-hostable MCP server for AI visibility tracking across ChatGPT, Claude, Perplexity, Gemini, Grok, Google A
• @supernova123/docker-mcp-serverMCP server for Docker — container management, health checks, auto-restart, Compose lifecycle, and log streamin
• @tocharianou/mcp-server-kibanaKibana MCP Server
• @hiai-gg/docsmintDocsMint SDK and CLI plus a self-hosted MCP stdio bridge that uses your API key. For DocsMint Cloud MCP, conne
• wigoloLocal-first web intelligence MCP server for AI coding agents
• chat-recallShared team knowledge, leaked-secret alerts, ranked code findings and tracked tasks, across every AI coding to
• obsidian-hybrid-search[](https://www.npmjs.com/package/obsidian-h
• prometiam-risk-mcpModel Context Protocol server for the Prometiam company data API — official registry data for Spain, France, t
• crawlforge-mcp-serverCrawlForge MCP Server - Professional Model Context Protocol server with 31 web scraping, crawling, deep-resear
• trvl-mcpTravel MCP server + CLI for flights, hotels, trains, cars, ferries, and door-to-door multimodal trips — no API
• @marrowid/cliMarrow CLI and local MCP for carrying context across apps and agents.
• paper-search-proFind academic papers across up to 7 sources (OpenAlex / Semantic Scholar / CrossRef / PubMed / arXiv for Engli
• seekstoneThe Obsidian MCP server that needs no plugin, no running Obsidian app — and doesn't blow your context window.
• @foundrole/ai-job-search-mcpAI job search for ChatGPT, Claude, Cursor, and any MCP client. Search live jobs and get every posting fact-che
• cogmemai-mcpCogmemAi is a thinking, live memory for everything Ai. It remembers what matters across every session, enforce
• @houtini/seo-audit-consoleThe complete technical SEO audit at conversation speed: Google Search Console history + a first-party crawl +
• @mcp-z/mcp-gmailMCP server for Gmail integration with OAuth authentication, message search, batch operations, and Google Sheet
• @dreamworkhq/mcpDreamwork MCP server — AI job search agent with auto-apply
• @cyanheads/openalex-mcp-serverAccess the OpenAlex academic research catalog - 270M+ publications through MCP. STDIO & Streamable HTTP.
• myclaw-toolkit23-in-1 developer utility toolkit as an MCP server — search, exchange rates, crypto, QR codes, translation, an
• @hirejack/mcpHireJack MCP server: query tech job market intelligence (jobs, companies, skills, salaries, hiring trends) fro
• auxiliar-mcpEval-backed tool discovery for AI agents on the auxiliar.ai web-access gateway. recommend_tools picks the best
• @dinglebear/labbyRust MCP gateway with Code Mode, authentication, setup, logs, CLI, HTTP API, and operator web UI.
• @j0hanz/filesystem-mcpSecure filesystem MCP server for reading, writing, searching, diffing, and patching files.
• @vaaya/mcpPay for APIs and buy supported tokenized shares with prepaid funds. Search, research, media, data, compute and
• serpdive-mcpMCP server for SERPdive, the AI Search API: real-time web search returning answer-ready page content for LLMs
• @buywhere/mcp-serverStdio bridge to the hosted BuyWhere MCP server — 300M+ products, 150,000+ stores, deliver_to ranking.
• @paparats/cliLocal-first semantic code search across all your repos. Private context for AI coding assistants.
• codeseekerGraph-powered code intelligence for Claude Code. Semantic search + knowledge graph for better AI code understa
• marketnow-mcpMarketNow MCP Server v1.15.0 — SECURITY: fail-closed ATC trust verification (trusted CA required, revocation e
• sole-search🇰🇷 소상공인(운영 중인 가게·자영업자) 지원사업 조사 에이전트 스킬 [Claude Code·Codex·agy(Antigravity)·Cursor·Gemini CLI 지원] 소상공인24·기업마당
• @contextstream/mcp-serverVerified npm launcher for the open-source ContextStream Rust MCP server
• @hasdata/duckduckgo-mcpMCP server for DuckDuckGo search through HasData's hosted API: ranked organic results, ads in their own array,
• @praveenc/llmstxt-doc-searchBM25 search over llms.txt doc indexes (Strands, Kiro, AWS); sources addable at runtime.
• gitlab-docs-mcpGitLab documentation search for AI assistants via Model Context Protocol (MCP)
• @sarahpark/google-search-console-mcpA minimal MCP server for Google Search Console
• redhat-community-ai-tools/UnifAIProduction-grade multi-agent orchestration engine. Compose agentic workflows from a pluggable catalog of Agent
• apibase-mcp-clientMCP client for APIbase.pro — connect AI agents to APIbase's live tool catalog (counts: https://apibase.pro/llm
• agent-knowledgeCross-session memory and recall for AI agents — git-synced knowledge base, knowledge graph, confidence scoring
• apick-mcpAPICK MCP — 106 Korean data, AI, image & video tools for AI agents. 사업자조회·신분증·OCR·배송조회·이미지 생성·편집·영상 생성·파일변환·검색
• obsidian-mcp-seekstoneObsidian MCP server for Claude — filesystem-direct vault access, 575× smaller payloads than the REST plugin.
• website-auditor-mcpMCP server for website-auditor.io — AI-visibility (GEO) and site-audit tools for ChatGPT, Perplexity, Claude a
• io.github.zhengyanglsun/iflow-searchMCP server for iFlow Search web search, image search, and URL fetch tools.
• twitterapi-io-mcpTwitterAPI.io MCP server providing offline access to docs (endpoints, pages, blogs) for Claude and other AI as
• @fullstackdegen/agent-auditTurn Lighthouse audits into coding-agent fix packs.
• companies-house-mcpMCP server for the UK Companies House public register — connects Claude, Codex, Cursor, Zed and other MCP clie
• io.github.verivus-oss/sqryAST-based semantic code search: 39 tools over 37 languages. Call tracing and impact analysis.
• @mcp-z/mcp-outlookMCP server for Outlook integration with OAuth authentication, message search, and batch operations
• magpie-searchFederated local-first search across transcripts, files, KG, vectors and the web for AI agents.
• google-flights-mcp-serverMCP server for searching Google Flights — flight search, date grid pricing, and airport lookup
• callimachus-mcpMCP server for Callimachus: local index and search of your AI coding-agent threads
• @houtini/geo-analyzerAI search optimization analysis with actionable findings and gap analysis
• @lspain1994/x402-datasets-mcpSearch five paid x402 government-data APIs (IRS, FDA, SSA, HCAD); full records paid over x402.
• @mirnoorata/codexaLocal change evidence, impact review, and verification receipts for developers, CI, and coding agents.
• @qobi/seocodeFramework-aware SEO and AI discoverability (GEO) review for your codebase — zero-config CLI that catches deplo
• mcp-google-search-consoleGoogle Search Console: SEO audits, performance queries, URL inspection, indexing checks.
• awslabs/a2a-agent-registry-on-awsScalable agent registry for AI agents using A2A protocol AgentCard with semantic search. AWS serverless (Lambd
• @stitchapi/docs-mcpStitchAPI documentation search, running locally over MCP stdio. Bundled docs, no network calls per query — the
• @getmcpads/google-search-console-mcp-serverGoogle Search Console MCP server: 20 read tools.
• @hasdata/google-search-mcpGoogle SERP as JSON: organic, AI Overview, People Also Ask, AI Mode, news, shopping. No Cloud setup.
• io.github.6figr-com/jobgpt-mcp-serverJob search automation, auto apply, resume builder, application tracking, and recruiter outreach
• smart-context-mcpMCP server that reduces agent token usage by 90% with intelligent context compression, task checkpoint persist
• @reneza/ats-mcpModel Context Protocol server for Agentic Task System — exposes the task app you already use to any MCP client
• @mcp-z/mcp-driveMCP server for Google Drive integration with file operations, folder navigation, search capabilities, and shar
• modelcontextprotocol-servers/google-search-mcp
• freshcontext-mcpContext integrity infrastructure for AI agents and retrieval systems. Score, explain, and wrap candidate conte
• crustapi-mcpMCP server for CrustAPI. Lets AI agents pull live Google data (Search, Maps, News, Shopping, Images, Videos, R
• neuromcpSemantic memory for AI agents — local-first MCP server with hybrid search, governance, and consolidation
• opengrok-mcp-serverMCP server bridging OpenGrok search engine with AI for instant context across massive codebases
• @tthorstenson/jurisUCC Article 9 debtor lien search + honest list_coverage; fixture-default; live HTML ToS-GRAY opt-in
• shruwd-mcpMCP server for Shruwd: lets an AI agent set up a brand, read its AI-search visibility, and act on diagnostic f
• @paretools/searchMCP server for code search — structured ripgrep, fd, jq, and yq results for AI agents
• clelp-mcp-serverFind the best AI tools and MCP servers, rated by AI agents. Search 8,000+ skills with real reviews and ratings
• oss-searchFast local and federated OSS code search and repo discovery for AI agents
• @houtini/google-knowledge-graph-mcpMCP server for Google's free public Knowledge Graph Search API - search for structured entity information
• @mcpfinder/serverMCP server discovery tool for AI agents. Searches MCP servers across Official Registry, Glama, and Smithery so
• @gera-services/mcp-gera-clinicGeraClinic MCP server — find CQC-registered UK care/health providers, read area care statistics, and run non-d
• @infino-ai/mcp-serverMCP server for Infino — keyword, semantic, hybrid, and SQL retrieval for AI agents: RAG, persistent agent memo
• ai.smithery/adamamer20-paper-search-mcp-openaiSearch and download academic papers from arXiv, PubMed, bioRxiv, medRxiv, Google Scholar, Semantic…
• deep-research-mcp-serverMCP server that gives Claude, Cursor, or any AI agent web search, clean page reading, and one-call research do
• @servation/job-search-mcpClaude searches real job boards, scores each job 0-100 for fit, and shows a ranked board.
• @alisaitteke/noun-mcpProduction MCP server for The Noun Project — search & download icons in Cursor/Claude with OAuth 1.0a, rate li
• @keenable/mcpMCP server for live web search and clean-markdown page fetch over the Keenable web index. Bridges to the hoste
• ai.parallel/search-mcpThe best web search for your AI Agent
• @marsnme/mcp-gatewayAgent-agnostic, LLM-agnostic memory backend for MCP-compatible tools
• @forgemeshlabs/shopscout-mcpShopScout: product search, variant offers and shipping-plan comparison for agents
• multi-search智能多引擎搜索，自动检测网络环境并按优先级切换：DuckDuckGo -> Tavily -> Bing API -> Bing爬虫。支持自动配额管理和网络缓存。Invoke when user needs web se
• ai.smithery/arjunkmrm-perplexity-searchEnable AI assistants to perform web searches using Perplexity's Sonar Pro.
• com.transcriptapi/youtube-transcript-and-youtube-search💯 The fastest YouTube transcript + YouTube search MCP for AI agents. Try for free.
• signalfuse-mcpMCP server for SignalFuse — AI trading intelligence with 11 tools: real-time signals, market sentiment, macro
• @domainkits/mcpMCP server for the DomainKits domain data API. Exposes expiring domains, newly registered domains, DNS, WHOIS
• @cyanheads/college-scorecard-mcp-serverSearch, compare, and analyze U.S. college data — costs, earnings, programs, and outcomes — via MCP. STDIO or S
• cituna-mcpMCP server for Cituna: daily AI-visibility tracking (per-engine citations, positions, and the answer receipts)
• elbruno/ElBruno.ModelContextProtocolSemantic routing for MCP tools - .NET library that indexes MCP tool definitions and returns the most relevant
• io.github.TocharianOU/elasticsearchElasticsearch MCP Server with multi-version support (ES 5.x-9.x) and comprehensive API access
• ai.gondola/gondolaCompare cash vs points on hotels, flights, and cars. Checkout supported hotels and rental cars.
• lyrenth-mcpModel Context Protocol server for Lyrenth: read any web page as a clean AIDocument.
• @ellul-estate/amortlane-com-amortlane-worksheets-mcpAmortlane: the monthly US search demand across the worksheets this product ships, read from monthly searches (
• @spikeycoder/website-auditor-mcpMCP server for website-auditor.io — AI-visibility (GEO) and site-audit tools for ChatGPT, Perplexity, Claude a
• io.github.acamolese/google-search-console-mcpGoogle Search Console MCP server: SEO audits, performance queries, URL inspection, indexing checks.
• @unclick/youtube-mcpSearch YouTube and get video, channel, playlist, and caption details. By UnClick (https://unclick.world).
• ugc-vz-mcpMCP stdio bridge to the UGC VZ creator directory (DACH) - search real UGC creators, inspect profiles, trigger
• @mrfentmen/meilisearch-mcpMCP server for MeiliSearch. Search indexes, manage documents, check health and stats.
• io.github.adelpro/quran-search-engine-mcpQuran Search Engine MCP for AI tools. Provides Quran search, Arabic normalization, and highlighting.
• @gera-services/mcp-gera-jobsGeraJobs MCP server — search global job categories, read real salary benchmarks, and look up country job marke
• @neuronsearchlab/mcpMCP server for NeuronSearchLab recommendations, search, catalogue, analytics, and platform operations.
• in-memoriaPersistent intelligence infrastructure for agentic development
• @mencoro/mcpStdio bridge to the hosted Mencoro MCP server for AI-search (GEO) brand monitoring.
• IntunoAI/intunoOpen platform for AI agent networks — semantic discovery, a secure broker, and multidirectional agent-to-agent
• io.github.TonySimonovsky/claude-code-conversation-search-mcpSearch Claude Code conversation history with natural language queries across all projects
• io.github.manticoresoftware/mcp-manticoreMCP server for Manticore Search — lets AI assistants query and manage search databases.
• io.github.qune-tech/ocds-mcpSearch and match German public procurement tenders (OCDS) from your local LLM.
• io.github.sarahpark/google-search-consoleGoogle Search Console MCP server — search analytics, URL inspection, and sitemaps
• argus-searchMulti-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.
• tokrepo-searchSearch and install AI assets from TokRepo — the open registry for skills, prompts, MCP configs, scripts, and w
• @whiteintel/mcp-serverModel Context Protocol server for WhiteIntel — corporate & offshore ownership intelligence. Look up companies,
• @infoinlet/mcp-elasticsearchRead-only Elasticsearch / OpenSearch access for AI agents — search, list indices, mappings, count, cluster hea