MCP Scoreboard

69027

Discovered

→

33772

Scored

→

2112

Verified

→

16953

Complete

Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
63451	CodeSift Claim Token-efficient code intelligence MCP server that indexes codebases with tree-s…	—	○ ⏳	—	N/A	N/A	—	—	—
63452	Codex Vision MCP Claim A local MCP server that adds computer-vision tools to coding agents and models …	—	○ ⏳	—	N/A	N/A	—	—	—
63453	Vector Task MCP Server Claim A secure, vector-based task management server for Claude Desktop using sqlite-v…	—	○ ⏳	—	N/A	N/A	—	—	—
63454	AgentSkill MCP Claim A universal MCP server that enables any MCP-compatible agent to use Anthropic's…	—	○ ⏳	—	N/A	N/A	—	—	—
63455	MCP server for Revit - Python Claim Enables Large Language Models to access and manipulate Autodesk Revit models th…	—	○ ⏳	—	N/A	N/A	—	—	—
63456	confluence Claim Enables querying Confluence or Kubernetes documentation through hybrid search a…	—	○ ⏳	—	N/A	N/A	—	—	—
63457	Unilytics MCP Server Claim Marketing analytics MCP server with 21 tools for SEO, keyword research, backlin…	—	○ ⏳	—	N/A	N/A	—	—	—
63458	loop-verify Claim An MCP server that performs independent verification of artifacts against crite…	—	○ ⏳	—	—	—	—	—	—
63459	CSE MCP Intelligence Claim Institutional-grade MCP server for the Colombo Stock Exchange. Features real-ti…	—	○ ⏳	—	—	—	—	—	—
63460	CodeCartographer Claim Evidence-backed reverse engineering and human-gated software planning for Pi an…	—	○ ⏳	—	N/A	N/A	—	—	—
63461	Arara MCP Claim Turns Claude Code, Claude Desktop, Cursor, Windsurf or ChatGPT into a WhatsApp …	—	○ ⏳	—	—	—	—	—	—
63462	Elyan Staking MCP Server Claim Enables AI agents to stake tokens for skill acquisition and verify staking verd…	—	○ ⏳	—	N/A	N/A	—	—	—
63463	mcp-code-reviewer Claim An MCP server for automatic code review using OpenRouter, enabling performance,…	—	○ ⏳	—	N/A	N/A	—	—	—
63464	agent-delegation-mcp Claim Agent Delegation MCP Server by MEOK AI Labs	—	○ ⏳	—	—	—	—	—	—
63465	beatos Claim Local-first beat library for music producers. MCP server (Claude Code / Claude …	—	○ ⏳	—	N/A	N/A	—	—	—
63466	Bluesky MCP Server Claim A Model Context Protocol server that connects to Bluesky and provides natural l…	—	○ ⏳	—	N/A	N/A	—	—	—
63467	Coval MCP Server Claim Enables AI assistants to interact with Coval's evaluation platform for launchin…	—	○ ⏳	—	—	—	—	—	—
63468	Football Knowledge Graph RAG MCP Server Claim Enables natural language querying of a football knowledge graph via Neo4j, gene…	—	○ ⏳	—	N/A	N/A	—	—	—
63469	云启智联 MCP Server Claim 让支持 MCP 的 AI 客户端直接调用票据识别能力，包括银行回单、对账单、增值税发票等解析。	—	○ ⏳	—	—	—	—	—	—
63470	legal_mcp Claim Enables semantic search over Polish court judgments and legislative acts via MC…	—	○ ⏳	—	N/A	N/A	—	—	—
63471	MCP Git Explorer Claim Enables Claude to explore and analyze remote Git repositories, providing struct…	—	○ ⏳	—	—	—	—	—	—
63472	claude-ssh-mcp Claim Enables Claude to connect to servers via SSH, execute commands, transfer files,…	—	○ ⏳	—	N/A	N/A	—	—	—
63473	Yantrix MCP Claim Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…	—	○ ⏳	—	—	—	—	81	—
63474	qwen-vision-mcp Claim Enables text-only LLMs to see images on demand by integrating Qwen vision model…	—	○ ⏳	—	N/A	N/A	—	—	—
63475	reminder-mcp Claim Enables scheduling and triggering reminders delivered via Slack or Telegram thr…	—	○ ⏳	—	—	—	—	—	—
63476	cpp-semantic-graph Claim Builds a semantic knowledge graph of C++ code and exposes 9 MCP tools for AI as…	—	○ ⏳	—	N/A	N/A	—	—	—
63477	aha-mcp Claim MCP server for accessing and managing Aha! records, including features, require…	—	○ ⏳	—	N/A	N/A	—	—	—
63478	gemini-vision-mcp-safe Claim A privacy-conscious MCP server that enables image analysis via Google Gemini wi…	—	○ ⏳	—	N/A	N/A	—	—	—
63479	Brutalist MCP Claim Multi-perspective code analysis using Claude Code, Codex, and Antigravity CLI a…	—	○ ⏳	—	N/A	N/A	—	—	—
63480	industry-chain-mcp-server Claim An MCP server that integrates HandaaS data APIs for industrial chain analysis, …	—	○ ⏳	—	—	—	—	—	—
63481	Satori MCP Server Claim An MCP server that generates beautiful images from React components using Sator…	—	○ ⏳	—	—	—	—	—	—
63482	codesteer-atlas Claim Local MCP server for semantic code search using Tree-sitter AST parsing, local …	—	○ ⏳	—	N/A	N/A	—	—	—
63483	chipi-v0-shadcn Claim	—	○ ⏳	—	N/A	N/A	—	95	—
63484	Claude Code MCP Server Claim An MCP server that allows Claude Desktop to remotely control Claude Code instan…	—	○ ⏳	—	N/A	N/A	—	—	—
63485	openai-mcp Claim MCP server that bridges ChatGPT Plus/Pro to Claude Code, enabling chat, deep re…	—	○ ⏳	—	N/A	N/A	—	—	—
63486	Content Creator MCP Server Claim An MCP server for content creation that extracts video transcripts, scrapes web…	—	○ ⏳	—	N/A	N/A	—	—	—
63487	youtube-research-mcp Claim Enables AI assistants to research YouTube videos by collecting captions, commen…	—	○ ⏳	—	—	—	—	—	—
63488	xliff-processor Claim An MCP server for processing XLIFF and TMX translation files, enabling parsing,…	—	○ ⏳	—	N/A	N/A	—	—	—
63489	beauty Claim AI-native beauty ads, sponsored product discovery, and brand recommendations.	—	○ ⏳	—	—	—	—	—	—
63490	Style-Coach-MCP Claim Provides data-driven cover letter coaching by analyzing tone, keywords, and str…	—	○ ⏳	—	N/A	N/A	—	—	—
63491	google-calendar-mcp Claim Enables natural language interaction with Google Calendar, including creating, …	—	○ ⏳	—	—	—	—	—	—
63492	agent-incident-relay-mcp Claim 1 Agent Incident Relay MCP — Article 73 5-clock broadcaster. One incident → simul…	—	○ ⏳	—	—	—	—	81	—
63493	Amplify Data API MCP Server Claim Enables interaction with AWS Amplify Gen2 application data through natural lang…	—	○ ⏳	—	—	—	—	81	—
63494	MCP Code Flow Analyzer Claim An MCP server that analyzes and traces business code flows across your codebase…	—	○ ⏳	—	N/A	N/A	—	—	—
63495	EMEA Compliance MCP Claim EMEA sales + employment compliance for AI agents across 7 countries (UK, German…	—	○ ⏳	—	N/A	N/A	—	—	—
63496	Gmail AI Agent MCP Server Claim Enables AI assistants to connect to Gmail accounts, check connection status, an…	—	○ ⏳	—	—	—	—	—	—
63497	TON Data MCP Server Claim TON Data MCP Server — real-time blockchain data for AI agents. Provides wallet …	—	○ ⏳	—	—	—	—	—	—
63498	junto-memory Claim A shared memory and coordination server for multiple AI coding agents, built on…	—	○ ⏳	—	—	—	—	—	—
63499	reaper-reapy-mcp Claim Enables AI assistants to control REAPER DAW via the Model Context Protocol, inc…	—	○ ⏳	—	N/A	N/A	—	—	—
63500	litejira-mcp Claim A client-side MCP server that enables AI assistants to interact with the LiteJi…	—	○ ⏳	—	—	—	—	—	—

Showing 63451–63500 of 69027 servers

« Prev 1 … 1268 1269 1270 1271 1272 … 1381 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops