MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 1 hour, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 15051 |
Enables AI assistants to interact with Gmail accounts for reading unread emails…
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F 30 5⁄4 | ||||||||
| 15052 |
Automatically enhances user prompts by applying expert-level prompt engineering…
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F 30 5⁄4 | ||||||||
| 15053 |
An AI-powered code consultation server that routes programming queries to speci…
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F 30 5⁄5 | ||||||||
| 15054 |
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
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F 30 5⁄4 | ||||||||
| 15055 |
Reduce context usage on file use. Send only unified diffs instead of full files…
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F 30 5⁄5 | ||||||||
| 15056 |
Production-ready NestJS boilerplate with JWT auth, PostgreSQL/Prisma, AWS S3/SE…
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F 30 5⁄4 | ||||||||
| 15057 |
Enables AI assistants to interact with SQL Server Data Warehouses using natural…
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F 30 5⁄5 | ||||||||
| 15058 |
MCP server that provides [AgentQL](https://agentql.com)'s data extraction capab…
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F 30 5⁄5 | ||||||||
| 15059 |
A Model Context Protocol (MCP) server for interacting with Kong Konnect APIs, a…
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F 30 5⁄5 | ||||||||
| 15060 |
A Model Context Protocol server that enables web browsing, data extraction, and…
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F 30 5⁄5 | ||||||||
| 15061 |
Enables interaction with UniVoucher's decentralized crypto gift card protocol a…
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F 30 5⁄5 | ||||||||
| 15062 |
MCP service for Tablestore, features include adding documents, semantic search …
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F 30 5⁄5 | ||||||||
| 15063 |
A Playwright-based tool that automates Xiaohongshu (Little Red Book) interactio…
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F 30 5⁄4 | ||||||||
| 15064 |
Reddit integration to analyze content on WallStreetBets community
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F 30 5⁄5 | ||||||||
| 15065 |
Persistent memory and automatic git snapshots for Claude Code, capturing decisi…
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F 30 5⁄4 | ||||||||
| 15066 |
Facilitates interaction with a local MySQL database via a RESTful API, supporti…
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F 30 5⁄4 | ||||||||
| 15067 |
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
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F 30 5⁄5 | ||||||||
| 15068 |
An MCP server for automating Google Jules that enables seamless integration for…
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F 30 5⁄5 | ||||||||
| 15069 |
Persistent memory for AI coding agents. Hybrid search, auto-session capture, co…
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F 30 5⁄4 | ||||||||
| 15070 |
A Model Context Protocol server that provides LLMs with read and write access t…
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F 30 5⁄5 | ||||||||
| 15071 |
The Tenth Man Protocol — structured contrarian analysis for decision-makers via…
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F 30 5⁄4 | ||||||||
| 15072 |
An advanced MCP server for Cline that leverages EverArt's AI models to generate…
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F 30 5⁄5 | ||||||||
| 15073 |
Enforces GINIALTECH project conventions and protects critical files while provi…
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F 30 5⁄4 | ||||||||
| 15074 |
MCP server for video analysis — extracts transcripts, key frames, OCR text, and…
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F 30 5⁄5 | ||||||||
| 15075 |
Enable fast, free real-time web search and access premium data from trusted med…
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F 30 5⁄5 | ||||||||
| 15076 |
MCP server for LightningProx — pay-per-request AI access via Bitcoin Lightning.…
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F 30 5⁄5 | ||||||||
| 15077 |
An MCP server that aggregates multiple upstream MCP tools into a single 'codemo…
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F 30 5⁄5 | ||||||||
| 15078 |
A comprehensive utilities library for building Model Context Protocol servers, …
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F 30 5⁄4 | ||||||||
| 15079 |
A MCP server for LLDB enabling AI binary and core file analysis, debugging, dis…
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F 30 5⁄4 | ||||||||
| 15080 |
Create images and videos from prompts, with options for image mixing, reference…
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F 30 6⁄6 | ||||||||
| 15081 |
A Model Context Protocol server utilizing Claude AI for generating intelligent …
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F 30 5⁄5 | ||||||||
| 15082 |
An example MCP server that integrates WorkOS AuthKit to enable secure remote cl…
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F 30 5⁄5 | ||||||||
| 15083 |
MCP server for the POX SDN controller to provides network control and managemen…
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F 30 5⁄4 | ||||||||
| 15084 |
Enables intelligent search and retrieval of Japanese legal statutes through the…
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F 30 5⁄5 | ||||||||
| 15085 |
Provides tools and resources to detect AI-generated writing patterns and refine…
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F 30 5⁄4 | ||||||||
| 15086 |
An MCP server that enables users to fetch Python documentation using the Brave …
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F 30 5⁄5 | ||||||||
| 15087 |
An MCP server that allows users to upload projects (single files or directories…
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F 30 6⁄6 | ||||||||
| 15088 |
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Win…
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F 30 5⁄4 | ||||||||
| 15089 |
Enables LLMs to host and play Situation Puzzle (海龟汤) games where users solve my…
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F 30 5⁄4 | ||||||||
| 15090 |
Enables interaction with the Swagger Petstore API (Petclinic v2) to fetch and m…
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F 30 5⁄5 | ||||||||
| 15091 |
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
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F 30 5⁄4 | ||||||||
| 15092 |
Enables Claude to render interactive, real-time spreadsheets with streaming cel…
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F 30 5⁄5 | ||||||||
| 15093 |
Awesome Claude Desktop Extensions (dxt) (not only Claude) mcpb
|
F 30 5⁄4 | ||||||||
| 15094 |
A Cloudflare Worker that transforms Cloudflare AI Search (AutoRAG) instances in…
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F 30 5⁄5 | ||||||||
| 15095 |
An AI-powered job recommender built on the Model Context Protocol that provides…
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F 30 5⁄5 | ||||||||
| 15096 |
supercollider-mcp
|
F 30 5⁄5 | ||||||||
| 15097 |
An intelligent MCP server that automatically generates Conventional Commits sty…
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F 30 5⁄5 | ||||||||
| 15098 |
Enables interaction with the Civitai API to search for AI models, browse images…
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F 30 5⁄5 | ||||||||
| 15099 |
This MCP server provides access to the KumpeApps API, enabling users to interac…
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F 30 5⁄5 | ||||||||
| 15100 |
Enables AI agents to fundraise for projects on the Base chain using milestone-b…
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F 30 5⁄5 | ||||||||