MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 2 hours, 2 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 17251 |
Job search automation, auto apply, resume builder, application tracking, and re…
|
C 66 4⁄4 | ||||||||
| 17252 |
nightlife-mcp
Claim
MCP server for Tokyo nightlife event discovery, venue search, performer info, A…
|
C 66 5⁄5 | ||||||||
| 17253 |
escrow
Claim
Agent-to-agent escrow on Base. Post quests with ETH/USDC bounties and settle on…
|
C 66 5⁄5 | ||||||||
| 17254 |
secure-llm-proxy
Claim
OpenAI-compatible proxy with PII scrubbing, audit logging, and model routing. D…
|
C 66 5⁄5 | ||||||||
| 17255 |
AI executive function assistant — tasks, calendar, knowledge, code indexing, an…
|
C 66 5⁄3 | ||||||||
| 17256 |
AI-native business management — 52 tools for invoicing, CRM, accounting & tax.
|
C 66 4⁄4 | ||||||||
| 17257 |
AI-powered bioprotocol optimization — generate, search, and manage lab protocol…
|
C 66 5⁄5 | ||||||||
| 17258 |
A professional Model Context Protocol (MCP) server for LinkedIn content creatio…
|
C 65 4⁄4 | ||||||||
| 17259 |
OECD-Search
Claim
A model Context Protocol (MCP) server that provides comprehensive OECD statisti…
|
C 65 5⁄3 | ||||||||
| 17260 |
Extract any website's complete design system with one command. DTCG tokens, sem…
|
C 65 4⁄4 | ||||||||
| 17261 |
Enables AI assistants to search, list, and retrieve documentation from the Slic…
|
C 65 4⁄4 | ||||||||
| 17262 |
Build complete Apps with our framework — study or fork this reference implement…
|
C 65 4⁄4 | ||||||||
| 17263 |
A Model Context Protocol server that allows integration with Claude Desktop by …
|
C 65 4⁄4 | ||||||||
| 17264 |
Enables interaction with Instantly.ai email outreach platform through 31 tools …
|
C 65 4⁄4 | ||||||||
| 17265 |
Aiqaramba
Claim
Browser-based QA testing for AI-built software. Agents open real browsers (via …
|
C 65 5⁄5 | ||||||||
| 17266 |
🔪 Open-source safety firewall for AI agents. Intercepts tool calls before they …
|
C 65 4⁄4 | ||||||||
| 17267 |
Provides AI systems with web crawling, scraping, and search capabilities throug…
|
C 65 4⁄4 | ||||||||
| 17268 |
A model context protocol server that provides Cookie rewards for LLMS through g…
|
C 64 5⁄3 | ||||||||
| 17269 |
A server that enables Claude Desktop to generate images using Google's Gemini A…
|
C 64 5⁄5 | ||||||||
| 17270 |
Enables integration with Vapi's voice AI platform to manage assistants, create …
|
C 64 5⁄5 | ||||||||
| 17271 |
marmot
Claim
The open-source context layer for your AI. Catalog your tables, topics, queues …
|
C 64 4⁄4 | ||||||||
| 17272 |
Provides custom prompts for Amazon Q by serving markdown files from the local f…
|
C 64 4⁄4 | ||||||||
| 17273 |
A security scanner for your LLM agentic workflows
|
C 64 4⁄4 | ||||||||
| 17274 |
Integrates Sentry error tracking and JIRA project management APIs, enabling use…
|
C 64 5⁄5 | ||||||||
| 17275 |
A Model Context Protocol (MCP) server that integrates Shortcut project manageme…
|
C 64 4⁄4 | ||||||||
| 17276 |
Transforms any GitHub repository or GitHub Pages site into a documentation hub …
|
C 64 5⁄5 | ||||||||
| 17277 |
Production-ready MCP server providing GitLab integration with OAuth authenticat…
|
C 64 4⁄4 | ||||||||
| 17278 |
A production-ready FastMCP server template with modular architecture for buildi…
|
C 64 4⁄4 | ||||||||
| 17279 |
Model Context Protocol (MCP) Server for the JFrog Platform API, enabling reposi…
|
C 64 5⁄5 | ||||||||
| 17280 |
Enables AI agents to interact with the ComplianceCow platform to retrieve compl…
|
C 64 4⁄4 | ||||||||
| 17281 |
A swiss-army-knife that can manage/execute programs and read/write/search/edit …
|
C 64 5⁄3 | ||||||||
| 17282 |
Exposes tools from the Ecuro Light API for managing clinical appointments, pati…
|
C 64 4⁄4 | ||||||||
| 17283 |
Autonomous pentests from one command: real security tools, working PoCs, and au…
|
C 64 4⁄4 | ||||||||
| 17284 |
ArcadeDB MCP Server
Claim
Built-in MCP server for ArcadeDB multi-model database (graph, document, vector,…
|
C 64 4⁄4 | ||||||||
| 17285 |
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code gen…
|
C 64 4⁄4 | ||||||||
| 17286 |
AI-powered developer assistant that enables advanced research, analysis and dis…
|
C 64 4⁄4 | ||||||||
| 17287 |
nobulex
Claim
Proof-of-behavior enforcement for AI agents. Define behavioral covenant rules (…
|
C 64 4⁄4 | ||||||||
| 17288 |
AI-powered code generator for the Arbitrum ecosystem. 19 MCP tools for Stylus s…
|
C 64 4⁄4 | ||||||||
| 17289 |
openops
Claim
The batteries-included, No-Code FinOps automation platform, with the AI you tru…
|
C 64 4⁄4 | ||||||||
| 17290 |
swarmvault
Claim
The local-first LLM Wiki: open-source knowledge graph builder, RAG knowledge ba…
|
C 63 4⁄4 | ||||||||
| 17291 |
phpMyFAQ
Claim
phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL a…
|
C 63 4⁄4 | ||||||||
| 17292 |
Behavioral therapy for AI agents — self-diagnosis, alignment, and training via …
|
C 63 4⁄4 | ||||||||
| 17293 |
Lets LLMs read and manage Google Calendar events.
|
C 63 5⁄5 | ||||||||
| 17294 |
A simple MCP server for Firefly III
|
C 63 4⁄4 | ||||||||
| 17295 |
Crypto intelligence for AI agents. Hyperliquid trader analytics, cohorts, and l…
|
C 63 5⁄3 | ||||||||
| 17296 |
Integrates Apple Notes with AI-powered task extraction and prioritization, enab…
|
C 63 5⁄3 | ||||||||
| 17297 |
这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型（如Claude）提供全面的实时金融数据访问能力，…
|
C 63 5⁄5 | ||||||||
| 17298 |
Provides comprehensive access to Manifold Markets prediction platform through a…
|
C 63 5⁄5 | ||||||||
| 17299 |
An MCP server that parses files for Claude Desktop, requiring a 302AI API key f…
|
C 63 4⁄4 | ||||||||
| 17300 |
Trust, identity, and reputation infrastructure for AI agents. Register agents w…
|
C 63 4⁄4 | ||||||||