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Browser & Web Automation

playwright-mcp

by microsoft
46

A Microsoft-built MCP server that exposes Playwright browser automation to LLMs through structured accessibility snapshots instead of screenshots. Enables clicking, navigation, and page introspection for agentic workflows.

33624 stars
🛡️ Elevated Risk
#playwright#browser#automation#accessibility-tree#microsoft#web-scraping#testing#agentic
Search & Research

octocode-mcp

by bgauryy
45

Octocode is an MCP server and CLI that gives AI assistants the ability to research code across your local workspace and public/private GitHub repos using semantic search, LSP-level navigation, and package-to-source resolution. It can be used as a tool suite inside Claude Desktop, Cursor, VS Code, or directly from the terminal.

863 stars
🛡️ Elevated Risk
#mcp#code-search#semantic-search#ai#llm#github-api#ripgrep#lsp
AI Model / Agent Infrastructure

FunASR

by modelscope
44

FunASR is an industrial-grade speech recognition toolkit that runs 170x faster than realtime, supports 50+ languages, and includes speaker diarization, emotion detection, and streaming. It exposes an OpenAI-compatible API and can be run as an MCP server for integration with Claude and Cursor.

17719 stars
🛡️ Moderate Risk
#asr#speech-recognition#speaker-diarization#emotion-detection#streaming#openai-api#mcp-server#funasr
AI Model / Agent Infrastructure

blockrun-mcp

by BlockRunAI
43

BlockRun MCP is a pay-per-call server that gives Claude (and other MCP clients) live data from markets, crypto, search/research APIs, and Twitter/X. You fund a local wallet with a few dollars of USDC (on Base or Solana) and each API call deducts a sub-cent fee. No API keys, no subscriptions, no dashboard.

465 stars
🛡️ Elevated Risk
#mcp#claude#crypto#market-data#polymarket#x-twitter#exa#pay-per-call
AI Model / Agent Infrastructure

cinderwright-api

by cinderwright-ai
43

Cinderwright is an MCP server and universal payment router that lets AI agents pay for and access services using USDC (x402 protocol) or Bitcoin Lightning (L402). It also acts as a discovery hub claiming over 2,800 services, providing a proxy API so agents don't need to manage wallets or payment protocols directly.

1 stars
🛡️ Elevated Risk
#agent#ai-agent#api#discovery#mcp#micropayments#x402#usdc
Databases

mcp-toolbox

by googleapis
43

Google-backed open-source MCP server that connects AI agents and IDEs to enterprise databases. Ships with prebuilt tools for schema exploration and SQL execution, plus an extensible framework for building secure, custom production tools across 15+ database engines.

15512 stars
🛡️ Elevated Risk
#database#sql#mcp-server#google#bigquery#postgresql#mysql#mongodb
Finance & Business Systems

coinopai-mcp

by forgemeshlabs
42

Allows AI agents to purchase crypto market intelligence and signals using x402 micropayments on the Base network, with a built-in verification loop to audit predictions against actual market outcomes.

0 stars
🛡️ Elevated Risk
#crypto#signals#micropayments#base#x402#usdc#agent-commerce#verification
Developer Tools

depwire

by depwire
41

Depwire is a CLI tool and MCP server that builds a deterministic, symbol-level dependency graph of your codebase using tree-sitter, covering 16 languages. It gives AI coding assistants like Claude Desktop and Cursor exact, compiler-precise answers about import chains, dead code, and blast radius, avoiding the probabilistic guesses of RAG-based approaches.

44 stars
🛡️ Elevated Risk
#dependency-graph#code-analysis#refactoring#dead-code#static-analysis#tree-sitter#mcp#cli
Search & Research

clirank-mcp-server

by alexanderclapp
41

CLIRank MCP server lets coding agents discover, compare, and read docs for over 400 APIs ranked by AI-agent friendliness. It reaches out to clirank.dev to get recommendations, documentation, and user reviews, helping an agent pick an API instead of guessing from stale training data or wasting tokens on broad web searches.

1 stars
🛡️ Elevated Risk
#API discovery#API comparison#agent-friendly APIs#integration documentation#CLIRank#recommendation engine#MCP#coding agents
Browser & Web Automation

XHS-Downloader

by JoeanAmier
41

MCP server for extracting and downloading content from Xiaohongshu (RedNote), including post links, user links, and media files from accounts, collections, likes, albums, and search results.

11500 stars
🛡️ Elevated Risk
#xiaohongshu#rednote#social-media-downloader#scraper#content-extraction#mcp-server#python#docker
AI Model / Agent Infrastructure

orcarouter-mcp-server

by Continuum-AI-Corp
40

MCP server that lets you browse OrcaRouter's model catalog and run chat completions through various LLMs (Anthropic, OpenAI, DeepSeek, Gemini, etc.) with auto-routing and fallback chains, directly from MCP clients like Claude Desktop, Cursor, and Windsurf.

6 stars
🛡️ Moderate Risk
#llm-gateway#model-routing#multi-provider#fallback-chains#chat-completions#mcp-server#anthropic#openai
Developer Tools

git-mcp

by idosal
40

GitMCP is a free, open-source, remote MCP server that serves live GitHub repository documentation and source code to AI assistants like Cursor and Claude Desktop over SSE. It aims to reduce LLM hallucinations by giving agents up-to-date project context without local clones or setup.

8153 stars
🛡️ Elevated Risk
#github#documentation#remote-mcp#sse#context-provider#hallucination-reduction#ai-assistant#typescript