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Search & Web MCP Servers

90 Search & Web MCP servers, ranked by MCP Score. Every card links to a full profile — stars, language, commit activity, health score and related projects — refreshed daily.

Live data · Updated daily · part of 1035 MCP servers analyzed

LibreChatLibreChat-AI100

Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mis…

anthropicartifactsaws
★ 46,466 · TypeScript · today
ECCaffaan-m97

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude…

ai-agentsanthropicclaude
★ 292,668 · JavaScript · today
open-seoevery-app97

Open source alternative to Semrush and Ahrefs

backlink-analysisgoogle-search-console-mcpkeyword-research
★ 25,639 · TypeScript · today87/100
google_workspace_mcptaylorwilsdon97

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace…

chatgptclaudeclaude-code
★ 3,417 · Python · 3 days ago85/100
LobsterAInetease-youdao95

Open-source, desktop-grade AI agent that gets real work done — data analysis, slides, docs, video & web research. Built on OpenC…

agentai-agentai-assistant
★ 6,154 · TypeScript · today
KunKunAgent92

Local-first AI agent workspace for coding, writing, design, research, and automation — one runtime for desktop GUI and TUI.

agentic-workflowai-agentai-assistant
★ 6,324 · TypeScript · 2 days ago
sembleMinishLab92

Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

agentscode-searchembeddings
★ 6,311 · Python · 3 days ago
google-ads-meta-ads-mcpirinabuht12-oss92

Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remote MCP for…

advertisingchatgptclaude
★ 6,184 · 3 days ago74/100
hyperresearchjordan-gibbs92

Convert Claude Code or Codex into the most intelligent Deep Research Agent. Collect, search, and synthesize web research into a pe…

agentsagentskillscitations
★ 4,161 · Python · 2 days ago84/100
open-scienceaipoch90

The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with ex…

agent-skillsai-agentai-for-science
★ 5,387 · TypeScript · 2 days ago87/100
jcodemunch-mcpjgravelle90

Symbol-level code retrieval for AI agents: fetch the function you need, not the whole file. Tree-sitter powered, ~95% fewer tokens…

ai-codingastclaude
★ 2,809 · Python · 3 days ago100/100
Vibe-Researchsimonlin121289

Vibe-Research:A 股、美股、港股的投研工作台 · 自选与持仓、每日复盘、产业资讯、产业研究、个…

a-stockai-agentclaude-code
★ 3,119 · TypeScript · 4 days ago
open-seo-mcp-skillsRyze-AI-Adgent88

Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility…

ai-seoai-visibilitybacklinks
★ 7,617 · Shell · 3 days ago
zvec-grepzvec-ai87

Local-first search across your workspace, built for humans and AI agents.

ai-agentsbm25cli
★ 4,206 · Rust · today87/100
open-scienceai4s-research85

Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Windows & Linux. Open-source Claude Science…

ai-agentai-for-scienceai-scientist
★ 2,051 · TypeScript · 2 days ago82/100
neoneomjs82

Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live…

agent-memoryai-agentai-memory
★ 3,293 · JavaScript · 16 days ago80/100
arxiv-mcp-serverblazickjp82

A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers…

arxivclaude-aigpt
★ 3,235 · Python · 21 days ago88/100
py-gptszczyglis-dev82

Desktop AI Assistant powered by GPT, Gemini, Claude, Grok, Ollama, DeepSeek, Perplexity, and more - chat, agents, tools, MCP, plug…

agentsai-assistantartificial-intelligence
★ 2,003 · Python · 24 days ago82/100
deja-vuvshulcz82

Coding agent memory for Claude Code, Codex, Cursor and 40 more, built from the session history already on your disk. Local search,…

agent-memoryai-memoryclaude-code
★ 1,321 · Go · 2 days ago
Kwipubenmaster8280

Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of…

claude-codeembeddingsgraph-rag
★ 610 · Python · 7 days ago
CNEquityrootSunc79

开源中国股市(A股)本地数据湖,面向量化研究与回测:股票行情、财务数据、期货、资金流向…

a-sharea-sharesa-stock
★ 883 · Python · 4 days ago
LibreChatdanny-avila78

Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mis…

anthropicartifactsaws
★ 42,672 · TypeScript · 1 mo ago
hexstrike-ai0x4m478

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecu…

0x4m4ai-agentsai-cybersecurity
★ 13,184 · Python · 2 mo ago60/100
boss-agent-clican4hou6joeng477

🤖 Local-assist BOSS Zhipin CLI for AI agents — search, welfare filtering, shortlist, JSON-envelope output; low-risk & complia…

agent-skillagent-toolsai-agent
★ 2,083 · Python · 18 days ago84/100
stashbaseliliu-z77

An open-source, local-first writing workspace where you can write with Claude Code and Codex, drawing on your own sources and past…

ai-agentsdocument-searchelectron
★ 1,178 · TypeScript · 3 days ago
watch-skilloxbshw77

Give AI agents eyes, ears, and verifiable results. Watch Skill turns video, audio and screen activity into searchable, timestamped…

agent-observabilityagent-skillsagentic-ai
★ 532 · Python · 3 days ago
x64dbg-mcp-serverduty1g75

x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over H…

ai-agentsai-debuggingbinary-analysis
★ 2,615 · Zig · 18 days ago70/100
k-dense-byokK-Dense-AI75

An AI co-scientist running on your desktop. Claude Science but better.

agentic-aiai-agentai-assistant
★ 1,337 · TypeScript · 26 days ago
open-reverselabLING7167174

Open-source AI reverse-engineering agent platform and MCP server for Ghidra, Frida, x64dbg and Rizin — automated PE/APK/binary a…

ai-agentai-reverse-engineeringandroid-reverse-engineering
★ 1,310 · Python · 9 days ago
WinShunLingCore74

Win顺:免费开源的 Windows 快速搜索启动器。双击 Ctrl,拼音秒搜文件、全文搜索 Word/Excel/PDF、剪贴…

chineseclipboard-historyclipboard-manager
★ 700 · C++ · 4 days ago
tw-legal-ragaa010118151474

台灣法律 MCP 伺服器 + CLI(免費、免註冊、免 API key):2,270 萬筆裁判書、行政函釋、憲法法庭裁…

claude-mcpcourt-judgmentslegal-ai
★ 335 · Python · 2 days ago
ScienceClawbeita696973

🔬🦞 A self-evolving AI research colleague for scientists. 285 skills, zero hallucination, persistent memory.

ai-agentbioinformaticsliterature-review
★ 906 · TypeScript · 25 days ago
claude-scholarGalaxy-Dawn71

Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI,…

academic-researchai-agentsclaude
★ 5,279 · Python · 2 mo ago
wisp-sciencexuzhougeng70

Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformatics tools, SSH/WSL/G…

agent-skillsai-agentai-assistant
★ 996 · Rust · 28 days ago
second-brain-cloudflarerahilp70

One memory layer, every AI tool. Store anything once — recall it in Claude, ChatGPT, Cursor, or any MCP client. Self-hosted on C…

ai-memoryclaudeclaude-ai
★ 834 · TypeScript · 15 days ago
video-search-and-summarizationNVIDIA-AI-Blueprints69

NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analyt…

computer-visiongenerative-ailong-video-understanding
★ 1,837 · C++ · 1 mo ago
mcp-server-qdrant✓qdrant69

An official Qdrant Model Context Protocol (MCP) server implementation

claudecursorsemantic-search
★ 1,542 · Python · 1 mo ago62/100
DesktopCommanderMCPwonderwhy-er67

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

agentcode-analysiscode-generation
★ 8,448 · TypeScript · 3 mo ago
cocoindex-codecocoindex-io67

A super light-weight embedded code search engine CLI (AST based) that just works - improves speed and efficiency for coding agent…

agentsastclaude-code
★ 2,684 · Python · 2 mo ago80/100
paperbananallmsresearch67

Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research…

academic-diagramsacademic-researchagentic-ai
★ 2,418 · Python · 1 mo ago76/100
google-meta-ads-ga4-mcpirinabuht12-oss67

Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + GA4 + Search Console in one hosted remote MCP for Claude, ChatGPT, Curso…

advertisingchatgptclaude
★ 2,317 · 1 mo ago74/100
deep-researchu14app66

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

anthropicdeep-researchdeep-research-api
★ 4,688 · JavaScript · 4 mo ago45/100
llm-for-zoteroyilewang66

An open-sourced research agent system deeply rooted in your Zotero library.

academic-papercodexliterature-analysis
★ 2,761 · TypeScript · 2 mo ago81/100
anysearch-mcp-serveranysearch-ai65

Unified real-time search MCP server supporting general web search, vertical domain search, parallel batch search, and full-page UR…

ai-searchanysearchhermes
★ 2,053 · 1 mo ago71/100
exxpertsEXXETA65

Local-first AI agents with governed, approval-gated memory. Any model provider; MCP tools and web search built in. Nothing remembe…

agentslocal-firstmemory
★ 406 · TypeScript · 10 days ago
heimdallArihantDeva65

A lightweight CPU only memory approach with ranked retrieval. Simple, yet effective.

ai-agentsclaude-codecli
★ 136 · JavaScript · 2 days ago
aso-skillsappeeky64

AI agent skills for App Store Optimization (ASO) and app marketing. Built for indie developers, app marketers, and growth teams wh…

app-store-analyticsapp-store-connectapp-store-live
★ 2,095 · MDX · 2 mo ago
aso-skillsEronred64

AI agent skills for App Store Optimization (ASO) and app marketing. Built for indie developers, app marketers, and growth teams wh…

app-store-analyticsapp-store-connectapp-store-live
★ 1,872 · MDX · 2 mo ago
docsmintHiAi-gg64

Open-source knowledge base for people and AI agents. Rich-text editing, hybrid search, GraphRAG, and MCP. Self-host with Docker or…

ai-agentsdockerdocument-management
★ 109 · TypeScript · 3 days ago
cheatengine-mcp-bridgemiscusi-peek63

Connect Cursor, Copilot & Claude AI directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory a…

ai-agentsai-toolsautomation
★ 1,353 · Lua · 2 mo ago
appllama-skillsAppllama62

A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens.

agent-skillsai-agentsclaude
★ 3,423 · 1 mo ago
monetzenolab12462

Monet — Multi-engine mission control for coding agents (Claude Code and Codex today). Browse, search, and drive your agent sessi…

agentsai-agentanthropic
★ 284 · Rust · 22 days ago
telegram-searchgroupultra61

🔍 导出并模糊搜索 Telegram 聊天记录 | Export and fuzzy search your Telegram chat history

ai-agentembedding
★ 4,031 · TypeScript · 3 mo ago88/100
codannabartolli61

Local code intelligence MCP server and CLI for AI coding agents

ai-agentscall-graph-analysiscode-indexing
★ 731 · Rust · 2 mo ago
open-multi-agent-canvasCopilotKit61

The open-source multi-agent chat interface that lets you manage multiple agents in one dynamic conversation and add MCP servers fo…

ai-agentscopilotkitmcp-client
★ 526 · TypeScript · 2 mo ago
veraVeraTools61

Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs enti…

bm25clicode-search
★ 120 · Rust · 15 days ago
SimpleMemaiming-lab60

[ICML'26] SimpleMem: Efficient Lifelong Memory for LLM Agents — Text & Multimodal

agentaudiocompression
★ 3,850 · Python · 3 mo ago
slack-mcp-serverkorotovsky60

The most powerful MCP Slack Server with no permission requirements, Apps support, GovSlack, DMs, Group DMs and smart history fetch…

assistantsgovslackslack
★ 1,875 · Go · 3 mo ago45/100
aimockCopilotKit60

Mock everything your AI app talks to — LLM APIs, MCP, A2A, AG-UI, vector DBs, search. One package, one port, zero dependencies.

ai-testingaimockmock-server
★ 949 · TypeScript · 1 mo ago
octocodeMuvon59

Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Gi…

ai-agentsclaude-codecli
★ 461 · Rust · 1 mo ago
lociIvenKooLab59

Shared memory for AI coding tools: hybrid search, cited Q&A, harness memory discovery and a built-in Web console. Local index, MCP…

ai-agentsbm25chromadb
★ 101 · Python · 3 days ago
memtrace-publicsyncable-dev56

Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek…

agent-memoryai-agentsbi-temporal-graph
★ 468 · Python · 1 mo ago
phd-skillsfcakyon56

PhD Research Skills for Claude Code: paper reproduction, experiment design, paper review, result comparison and more.

academicagentsclaude
★ 413 · Shell · 1 mo ago
codeseekCodeBendKit55

Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + R…

agent-toolsai-development-toolsai-tools
★ 762 · Rust · 2 mo ago
telememTeleAI-UAGI55

TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multi…

agentagent-memoryai-agents
★ 486 · Python · 1 mo ago
AI-Engineering-Labzorost55

A free, self-paced 24-week AI engineering course: Python, machine learning, LLMs, RAG, fine-tuning, agents and MCP, Azure and Vert…

ai-agentsai-engineeringcourse
★ 319 · Jupyter Notebook · 2 mo ago
qiaomu-anything-to-notebooklmjoeseesun54

Claude Skill: Multi-source content processor for NotebookLM. Supports WeChat articles, web pages, YouTube, PDF, Markdown, search q…

automationclaudenotebooklm
★ 5,782 · Python · 6 mo ago33/100
notebooklm-mcpPleasePrompto54

MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research documentation directly with grounded, citation-backed…

★ 3,376 · TypeScript · 6 mo ago
grepaiyoanbernabeu54

Semantic Search & Call Graphs for AI Agents (100% Local)

claude-codeclicode-search
★ 1,809 · C · 4 mo ago45/100
hermes-web-search-plusrobbyczgw-cla54

Give your Hermes agent the web as real sources, never a made-up answer — multi-provider search and extraction with an optional l…

ai-agentsdonsetchhermes-agent
★ 389 · Python · 2 mo ago
docsagentdocsagent53

⚡ DocsAgent — give your AI agents instant, private access to your personal knowledge base (Zotero, Obsidian, Apple Notes suppo…

ai-agentsbm25claude
★ 578 · TypeScript · 1 mo ago
ScienceClawAgentTeam-TaichuAI49

ScienceClaw is a personal research assistant built with LangChain DeepAgents and AIO Sandbox infrastructure, adopting a completely…

ai-agentbioinformaticsdata-analysis
★ 671 · Python · 5 mo ago
OpenContext0xranx48

A personal context store for AI agents and assistants—reuse your existing coding agent CLI (Codex/Claude/OpenCode) with built…

agentai-agentsclaude-code
★ 755 · JavaScript · 4 mo ago
docmancerdocmancer48

Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, a…

agent-memoryai-agentsai-memory
★ 133 · Python · 2 mo ago
pdf-mcpjztan48

MCP server that lets Claude Code and other AI agents work through large PDFs, and whole folders of them, without overflowing conte…

agentic-ragcjkclaude
★ 117 · Python · 2 mo ago
Veralemon07r48

Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs enti…

bm25clicode-search
★ 102 · Rust · 2 mo ago
codex-slidesnexu-io47

🎨 Open-source AI slide studio inside Codex: image-native decks, every slide a full visual canvas. ⚡ 10+ high-quality slides i…

agent-skillsai-pptai-presentation
★ 961 · TypeScript · 3 mo ago
master-fetchdondai123447

MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.

ai-agentsfetchhound
★ 894 · Python · 3 mo ago
spoolpaperboytm47

Store, share, and resume AI coding sessions.

ai-agentsclaude-codecodex
★ 590 · TypeScript · 3 mo ago
Mantic.shmarcoaapfortes46

A structural code search engine for Al agents.

ai-agentclaudecode-search
★ 555 · TypeScript · 3 mo ago
mcp-local-ragshinpr46

Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private…

agent-skillsdeveloper-toolshybrid-search
★ 345 · TypeScript · 3 mo ago
llm-searchsnexus43

Querying local documents, powered by LLM

chatbotchromahyde
★ 663 · Jupyter Notebook · 9 mo ago
tradingcodexmonarchjuno43

Turn Codex into your investment workflow team

agentic-workflowai-agentscodex
★ 361 · Python · 3 mo ago
atlas-mcp-servercyanheads42

A Model Context Protocol (MCP) server for ATLAS, a Neo4j-powered task management system for LLM Agents - implementing a three-tier…

agentscyanheadsdeep-research
★ 475 · TypeScript · 15 mo ago
PharosRAGLaurent00TT42

Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual H…

agentic-ragembeddingsfastapi
★ 241 · Python · 2 mo ago
engraphdevwhodevs40

Local knowledge graph for AI agents. Hybrid search + MCP server for Obsidian vaults.

ai-agentsknowledge-graphlocal-first
★ 170 · Rust · 5 mo ago
ChatyFangyuan02540

Private, on-device AI desktop app — GGUF (llama.cpp) & MLX, running Muse-Glimmer and Qwen3.8 with their native reasoning-effort…

ai-agentapple-siliconcoding-agent
★ 48 · TypeScript · 1 mo ago
agent-kitKeyID-AI35

Give Claude/Cursor email powers. 27 MCP tools — inbox, send, reply, contacts, search. Free, no signup.

agentai-agentclaude
★ 659 · JavaScript · 7 mo ago
BYO-LLM-WIKILyra-stellAI35

Build your own LLM-native WIKI (knowledge library). Search, extract, summarize, Q&A with contextual RAG, layered knowledge graph,…

agentic-aiautonomous-agentsdeep-agents
★ 280 · Python · 3 mo ago
smart-coding-mcpomar-haris34

An extensible Model Context Protocol (MCP-Local-MRL-RAG-AST) server that provides intelligent semantic code search for AI assistan…

antigravityastcluade
★ 199 · JavaScript · 9 mo ago

MCP Score = activity (40: pushed within 7/30/90/180 days) + popularity (30: log of stars) + community (20: log of forks) + maturity (10: repo age). Deterministic, computed from public GitHub data at every refresh.

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