MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3501 |
🚀 MassGen is an open-source multi-agent scaling system that runs in your termin…
|
B 76 5⁄4 | ||||||||
| 3502 |
fossil-mcp
Claim
The code quality toolkit for the agentic AI era. Find dead code, clones, and sc…
|
B 76 5⁄5 | ||||||||
| 3503 |
Analyze test coverage from LCOV files - makes AI agents coverage-aware without …
|
B 76 5⁄5 | ||||||||
| 3504 |
Extract brand assets (logos, colors, backdrop images, brand name) from any webs…
|
B 76 5⁄5 | ||||||||
| 3505 |
AI agent identity verification via SATP on Solana. Trust scores and on-chain at…
|
B 76 5⁄5 | ||||||||
| 3506 |
A beginner-friendly MCP server demonstrating core concepts with calculator oper…
|
B 76 5⁄5 | ||||||||
| 3507 |
Provides local web search and content fetching capabilities for AI assistants, …
|
B 76 5⁄4 | ||||||||
| 3508 |
Enables generating, editing, and manipulating images using Google Gemini Flash …
|
B 76 5⁄5 | ||||||||
| 3509 |
An MCP server that integrates with the Tweek API to manage calendars, tasks, an…
|
B 76 5⁄5 | ||||||||
| 3510 |
Persistent institutional memory for AI coding agents. Memory that compounds.
|
B 76 5⁄4 | ||||||||
| 3511 |
A Model Context Protocol server for comprehensive Jupyter notebook manipulation…
|
B 76 5⁄5 | ||||||||
| 3512 |
Allows Claude Code to offload AI coding tasks to Aider, reducing costs and enab…
|
B 76 5⁄4 | ||||||||
| 3513 |
Postiz MCP Server
Claim
Enables interaction with the Postiz social media management platform through MC…
|
B 76 5⁄5 | ||||||||
| 3514 |
Zoho CRM MCP Server
Claim
Enables read-only interaction with Zoho CRM data through natural language queri…
|
B 76 5⁄5 | ||||||||
| 3515 |
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever…
|
B 76 5⁄5 | ||||||||
| 3516 |
Multi-mode MCP server supporting both Claude Desktop (STDIO) and OpenAI (HTTP/S…
|
B 76 5⁄5 | ||||||||
| 3517 |
Enables comprehensive IP address intelligence and geolocation lookups through I…
|
B 76 5⁄5 | ||||||||
| 3518 |
MCP Server that integrates various Vonage APIs as MCP tools, to make it easier …
|
B 76 5⁄5 | ||||||||
| 3519 |
Provides access to comprehensive U.S. economic data including GDP, personal inc…
|
B 76 5⁄5 | ||||||||
| 3520 |
Enables access to Indonesian Stock Exchange (IDX) data with comprehensive histo…
|
B 76 5⁄5 | ||||||||
| 3521 |
Multi-engine TTS for AI coding assistants. 5 engines, free engine included.
|
B 76 4⁄4 | ||||||||
| 3522 |
A command-line interface server that provides unrestricted system access to Win…
|
B 76 5⁄4 | ||||||||
| 3523 |
A FastAPI library that provides Model Context Protocol tools for endpoint intro…
|
B 76 5⁄5 | ||||||||
| 3524 |
JSON, YAML, TOML, INI config tools for AI agents
|
B 76 4⁄4 | ||||||||
| 3525 |
Automatically generates MCP tools, CLI, and web UI from TypeScript methods, ena…
|
B 76 5⁄4 | ||||||||
| 3526 |
Validates Mermaid diagram syntax and provides comprehensive grammar checking ca…
|
B 76 5⁄5 | ||||||||
| 3527 |
A Model Context Protocol server that provides Angular project analysis and refa…
|
B 76 5⁄4 | ||||||||
| 3528 |
Provides read-only access to Beehiiv newsletter analytics data including public…
|
B 76 5⁄5 | ||||||||
| 3529 |
Enables control of Philips Hue lights via Bluetooth LE directly from Claude, wi…
|
B 76 4⁄4 | ||||||||
| 3530 |
RooCode-RAG-Lookup
Claim
Enables semantic search across documents and code repositories using RAG (Retri…
|
B 76 5⁄4 | ||||||||
| 3531 |
Provides persistent, project-centric context awareness for AI assistants using …
|
B 76 5⁄5 | ||||||||
| 3532 |
Enables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) …
|
B 76 5⁄5 | ||||||||
| 3533 |
An MCP server providing real-time currency conversion and exchange rate data th…
|
B 76 6⁄6 | ||||||||
| 3534 |
Provides direct access to 200M+ academic papers from Semantic Scholar, enabling…
|
B 76 5⁄4 | ||||||||
| 3535 |
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
|
B 76 5⁄5 | ||||||||
| 3536 |
Enables sending messages to webhook endpoints through the MCP protocol, support…
|
B 76 5⁄5 | ||||||||
| 3537 |
Lokka ia an MCP server for the Microsoft Graph API and can be used to query and…
|
B 76 5⁄5 | ||||||||
| 3538 |
Provides AI assistants with Safari browser automation and developer tools acces…
|
B 76 5⁄4 | ||||||||
| 3539 |
An MCP server that enables AI agents to interact with the iExec protocol for co…
|
B 76 5⁄4 | ||||||||
| 3540 |
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py librar…
|
B 76 5⁄5 | ||||||||
| 3541 |
MCP server that integrates with Gmail to enable sending, reading, and managing …
|
B 76 5⁄5 | ||||||||
| 3542 |
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
|
B 76 5⁄5 | ||||||||
| 3543 |
|
B 76 5⁄4 | ||||||||
| 3544 |
Enables AI assistants to manage and monitor VergeOS virtualization platforms th…
|
B 76 5⁄5 | ||||||||
| 3545 |
Enables AI assistants to interact with Emlog blog systems through a standardize…
|
B 76 5⁄5 | ||||||||
| 3546 |
SSH Model Context Protocol Server - Enable SSH functionality for AI models
|
B 76 5⁄4 | ||||||||
| 3547 |
A Model Context Protocol server providing vector database capabilities through …
|
B 76 5⁄4 | ||||||||
| 3548 |
Smart Search MCP is an intelligent search toolkit focused on the technology fie…
|
B 76 6⁄4 | ||||||||
| 3549 |
Boilerplate MCP
Claim
A template repository for developing Model Context Protocol (MCP) servers with …
|
B 76 5⁄4 | ||||||||
| 3550 |
A centralized automation hub that provides a unified interface for AI agents to…
|
B 76 5⁄5 | ||||||||