MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 1 day ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2801 |
Provides comprehensive Git functionality to MCP clients, enabling users to mana…
|
B 77 5⁄4 | ||||||||
| 2802 |
Provides code repository indexing and semantic search capabilities, allowing na…
|
B 77 5⁄4 | ||||||||
| 2803 |
Provides efficient bulk analysis of GitHub issues and pull requests with 90%+ s…
|
B 77 5⁄5 | ||||||||
| 2804 |
mcp-tools
Claim
Tools for MCP (Model Context Protocol) written in Go
|
B 77 5⁄4 | ||||||||
| 2805 |
A tool that captures browser console logs and makes them available in Cursor ID…
|
B 77 5⁄4 | ||||||||
| 2806 |
1:1 wrapping of abap-adt-api into a MCP server.
|
B 77 5⁄4 | ||||||||
| 2807 |
Controls coding agents by enforcing structured implementation plans with PRs an…
|
B 77 5⁄5 | ||||||||
| 2808 |
Converts entire codebases into a single, AI-readable Markdown document with str…
|
B 77 5⁄4 | ||||||||
| 2809 |
MCP server for VK (VKontakte) API: users, walls, groups, friends, newsfeed, pho…
|
B 77 5⁄4 | ||||||||
| 2810 |
A Windows-compatible Model Context Protocol server that enables AI assistants t…
|
B 77 5⁄5 | ||||||||
| 2811 |
Italian e-invoicing with Fatture in Cloud. Create, send to SDI, manage clients.
|
B 77 5⁄5 | ||||||||
| 2812 |
A legal-tech focused system that coordinates specialized agents for document cl…
|
B 77 5⁄5 | ||||||||
| 2813 |
An MCP server for interacting with the Favro project management platform. It en…
|
B 77 5⁄5 | ||||||||
| 2814 |
Structural codebase indexer with 17 query tools. 87% token reduction. Zero depe…
|
B 77 5⁄4 | ||||||||
| 2815 |
SJ RedM MCP Server
Claim
A unified development tool for RedM that provides access to RDR3 discoveries, f…
|
B 77 5⁄4 | ||||||||
| 2816 |
fal.ai MCP Server
Claim
Enables interaction with fal.ai AI models through MCP, supporting model discove…
|
B 77 5⁄5 | ||||||||
| 2817 |
Enables users to search UK property prices by postcode, street, or city using t…
|
B 77 5⁄5 | ||||||||
| 2818 |
Enables AI assistants to perform DMA-based memory operations through PCILeech h…
|
B 77 5⁄4 | ||||||||
| 2819 |
A Model Context Protocol (MCP) server that provides file deletion capabilities,…
|
B 77 5⁄5 | ||||||||
| 2820 |
A systematic reasoning MCP server implementation for Claude Desktop with beam s…
|
B 77 5⁄5 | ||||||||
| 2821 |
UI Preset MCP Server
Claim
Enables auto-configuration and validation of React components against a glassmo…
|
B 77 5⁄4 | ||||||||
| 2822 |
Allow AI systems to search for places and get business info via Google Maps Pla…
|
B 77 5⁄4 | ||||||||
| 2823 |
agent-browser
Claim
One connection for all your MCP servers.
|
B 77 5⁄4 | ||||||||
| 2824 |
Enables management of domains and DNS records through the Name.com REST API. Us…
|
B 77 5⁄5 | ||||||||
| 2825 |
Chroma MCP server to access local and cloud Chroma instances for retrieval capa…
|
B 77 5⁄5 | ||||||||
| 2826 |
Provides a shared context layer for AI agent teams to improve token efficiency …
|
B 77 5⁄4 | ||||||||
| 2827 |
Enables AI to interact with multiple Swagger/OpenAPI specifications by listing …
|
B 77 5⁄5 | ||||||||
| 2828 |
An open source implementation of the Claude built-in text editor tool
|
B 77 5⁄5 | ||||||||
| 2829 |
GitViz MCP
Claim
Visualizes Git history and commit logs with before/after animations for operati…
|
B 77 5⁄4 | ||||||||
| 2830 |
Converts natural language queries into valid GraphQL queries and executes them …
|
B 77 5⁄5 | ||||||||
| 2831 |
Enables seamless SSH operations including secure connections, file transfers, i…
|
B 77 5⁄5 | ||||||||
| 2832 |
Connects Claude to TeamSnap accounts to access teams, rosters, events, and avai…
|
B 77 5⁄5 | ||||||||
| 2833 |
Run real user interviews from AI agents and retrieve structured insights with t…
|
B 77 5⁄5 | ||||||||
| 2834 |
All-in-one MCP server for Postgres development and operations, with tools for p…
|
B 77 5⁄4 | ||||||||
| 2835 |
mcp-intro
Claim
Remote MCP Server for discovering and planning experiences, at home and on vaca…
|
B 77 6⁄6 | ||||||||
| 2836 |
A secure mathematical computation sandbox that enables LLMs to perform symbolic…
|
B 77 5⁄4 | ||||||||
| 2837 |
MCP Server for Integrating LINE Official Account
|
B 77 5⁄5 | ||||||||
| 2838 |
Message queue for AI coding assistants. Let AI agents (Claude Code, Cursor, Cod…
|
B 77 5⁄5 | ||||||||
| 2839 |
Operate Notion with a single Markdown document — read, create, and update pages…
|
B 77 5⁄5 | ||||||||
| 2840 |
Token usage tracker for OpenAI and Claude APIs with MCP support, real-time sess…
|
B 77 5⁄4 | ||||||||
| 2841 |
Enables Claude to store and query personal finance transactions using semantic …
|
B 77 5⁄5 | ||||||||
| 2842 |
MCP Server for understanding, managing & troubleshooting your GCP environment.
|
B 77 5⁄4 | ||||||||
| 2843 |
Enables AI assistants to interact with Seafile cloud storage for managing self-…
|
B 77 5⁄5 | ||||||||
| 2844 |
A comprehensive Model Context Protocol (MCP) server that provides access to the…
|
B 77 5⁄5 | ||||||||
| 2845 |
A secure Node.js execution environment that allows coding agents and LLMs to ru…
|
B 77 5⁄5 | ||||||||
| 2846 |
Enables AI assistants to search and retrieve biomedical research articles from …
|
B 77 5⁄5 | ||||||||
| 2847 |
Automate web browsing and data extraction by converting live pages into clean M…
|
B 77 5⁄5 | ||||||||
| 2848 |
Enables connecting to and querying MySQL databases directly from Cursor IDE, wi…
|
B 77 5⁄5 | ||||||||
| 2849 |
Mercado Pago payments for AI agents: payment links, search, refunds, merchant i…
|
B 77 5⁄5 | ||||||||
| 2850 |
Google Chat MCP Server
Claim
Post messages to Google Chat spaces effortlessly using webhooks. Integrate seam…
|
B 77 5⁄5 | ||||||||