MCP Server Quality Scores
Independent quality analysis of 47628 public MCP servers
Last updated 1 hour, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7951 |
Enables interaction with Google Gemini AI models through MCP protocol. Provides…
|
C 69 5⁄5 | ||||||||
| 7952 |
A secure MCP server for executing whitelisted shell commands with resource and …
|
C 69 5⁄5 | ||||||||
| 7953 |
A Chrome DevTools Protocol MCP server that enables direct browser automation wi…
|
C 69 5⁄4 | ||||||||
| 7954 |
arXiv MCP Server
Claim
Enables searching and retrieving arXiv papers by topic, fetching abstracts by p…
|
C 69 5⁄4 | ||||||||
| 7955 |
Enables AI agents to orchestrate a team of sub-agents through tmux sessions for…
|
C 69 5⁄5 | ||||||||
| 7956 |
Enables interaction with Tencent Cloud Object Storage (COS) through MCP protoco…
|
C 69 5⁄5 | ||||||||
| 7957 |
Enables AI assistants to interact with Apollo.io API for sales and marketing ac…
|
C 69 5⁄5 | ||||||||
| 7958 |
Integrates Kuaidi100 logistics services to provide real-time package tracking, …
|
C 69 5⁄5 | ||||||||
| 7959 |
reddit-mcp
Claim
Provides access to public Reddit data through tools for searching subreddits, v…
|
C 69 5⁄5 | ||||||||
| 7960 |
Provides access to Portuguese meteorological data from IPMA (Instituto Portuguê…
|
C 69 5⁄5 | ||||||||
| 7961 |
MCP server that scans Next.js projects and returns a compact summary
|
C 69 5⁄5 | ||||||||
| 7962 |
mcp-server-cloudbrowser
|
C 69 5⁄5 | ||||||||
| 7963 |
Create and manage n8n workflows programmatically.
|
C 69 5⁄5 | ||||||||
| 7964 |
USASpending MCP Server
Claim
Enables research of federal contract awards and competitive landscape analysis …
|
C 69 5⁄5 | ||||||||
| 7965 |
Enables direct integration with YApi API documentation platform in MCP-compatib…
|
C 69 5⁄5 | ||||||||
| 7966 |
小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息…
|
C 69 5⁄4 | ||||||||
| 7967 |
Oura Ring MCP Server
Claim
Enables access to Oura Ring health data including sleep patterns, activity metr…
|
C 69 5⁄5 | ||||||||
| 7968 |
Enables speech recognition, synthesis, and voice listing via Yandex SpeechKit A…
|
C 69 4⁄4 | ||||||||
| 7969 |
MCP Template
Claim
A generic template for developing MCP servers with basic examples including ech…
|
C 69 5⁄4 | ||||||||
| 7970 |
Enables AI assistants to search and retrieve real-time job listings from the Te…
|
C 69 5⁄4 | ||||||||
| 7971 |
MCP server for HamQTH.com — callsign lookup, DX cluster spots, Reverse Beacon N…
|
C 69 5⁄4 | ||||||||
| 7972 |
A serverless, multi-tenant implementation of MCP servers that runs on Vercel wi…
|
C 69 5⁄5 | ||||||||
| 7973 |
A starter template for building custom MCP servers that can integrate with Clau…
|
C 69 5⁄5 | ||||||||
| 7974 |
An AI-guided conversation-driven development framework that helps build MVPs an…
|
C 69 5⁄5 | ||||||||
| 7975 |
MCP server for Nerve blockchain JSON-RPC & REST API for AI Agents
|
C 69 5⁄4 | ||||||||
| 7976 |
Official MCP server for Buildable AI-powered development platform [bldbl.dev](h…
|
C 69 5⁄5 | ||||||||
| 7977 |
Enables LLMs to read and extract content from PDF files with high-fidelity LaTe…
|
C 69 5⁄4 | ||||||||
| 7978 |
MCP Server for use with Monarch Money
|
C 69 5⁄5 | ||||||||
| 7979 |
Transforms PDF collections into a searchable knowledge base using TF-IDF indexi…
|
C 69 5⁄4 | ||||||||
| 7980 |
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana…
|
C 69 5⁄4 | ||||||||
| 7981 |
A MCP server that uses [gitingest](https://github.com/cyclotruc/gitingest) to c…
|
C 69 5⁄4 | ||||||||
| 7982 |
Enables interaction with Google Cloud Platform services through gcloud CLI, sup…
|
C 69 5⁄5 | ||||||||
| 7983 |
Enables comprehensive content analysis through web scraping, document processin…
|
C 69 5⁄5 | ||||||||
| 7984 |
ygocdb-mcp
|
C 69 5⁄5 | ||||||||
| 7985 |
An MCP server that provides standardized access to Pokemon data, allowing users…
|
C 69 5⁄5 | ||||||||
| 7986 |
freshrelease
Claim
|
C 69 5⁄4 | ||||||||
| 7987 |
mcp-go
Claim
Build Model Context Protocol (MCP) servers in Go
|
C 69 5⁄4 | ||||||||
| 7988 |
Provides integration with Lulu Print API for print-on-demand services through C…
|
C 69 5⁄5 | ||||||||
| 7989 |
Enables LLMs to interact with Google Analytics 4 data through the Google Analyt…
|
C 69 5⁄4 | ||||||||
| 7990 |
An MCP server that enables users to search for movie and TV show resources acro…
|
C 69 5⁄5 | ||||||||
| 7991 |
Shared memory bus for MCP-compatible agents with permissions, subscriptions, an…
|
C 69 5⁄4 | ||||||||
| 7992 |
MCP HTTP Server Demo
Claim
A minimal Model Context Protocol (MCP) server that uses streamable HTTP transpo…
|
C 69 5⁄5 | ||||||||
| 7993 |
Enables AI assistants to interact with GitLab for managing projects, branches, …
|
C 69 5⁄5 | ||||||||
| 7994 |
Enables real-time communication between applications and AI models using the Mo…
|
C 69 5⁄5 | ||||||||
| 7995 |
Provides access to cryptocurrency market data through the CoinCap API v3, enabl…
|
C 69 5⁄5 | ||||||||
| 7996 |
Enables interaction with YouTube videos by extracting metadata, captions in mul…
|
C 69 5⁄5 | ||||||||
| 7997 |
Provides a complete end-to-end MCP server implementation with file system tools…
|
C 69 5⁄5 | ||||||||
| 7998 |
A Model Context Protocol server that provides a standardized interface for AI m…
|
C 69 5⁄5 | ||||||||
| 7999 |
Enables intelligent web searching using SearXNG with content crawling via Creep…
|
C 69 5⁄5 | ||||||||
| 8000 |
An MCP server that provides complete access to Ethereum Virtual Machine (EVM) J…
|
C 69 5⁄5 | ||||||||