MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7201 |
redshift-utils-mcp
|
B 71 5⁄5 | ||||||||
| 7202 |
An MCP server that utilizes LangGraph and Google Gemini to conduct comprehensiv…
|
B 71 5⁄5 | ||||||||
| 7203 |
Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition…
|
B 71 5⁄5 | ||||||||
| 7204 |
MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurri…
|
B 71 5⁄5 | ||||||||
| 7205 |
chessmata
Claim
Chessmata: chess game for humans and AI agents
|
B 71 5⁄4 | ||||||||
| 7206 |
Allows external tools (VSCode, Claude Code, etc.) to access log output and erro…
|
B 71 5⁄5 | ||||||||
| 7207 |
A production-ready MCP server that enables safe, read-only SQL SELECT queries a…
|
B 71 5⁄5 | ||||||||
| 7208 |
Spider MCP Server
Claim
Enables crawling and extracting clean content from documentation websites with …
|
B 71 5⁄5 | ||||||||
| 7209 |
A Model Context Protocol server that connects AI agents to Apache Jena, enablin…
|
B 71 5⁄5 | ||||||||
| 7210 |
Integrates with Spotify Web API through the Model Context Protocol, allowing us…
|
B 71 5⁄5 | ||||||||
| 7211 |
A Model Context Protocol server that enables downloading and parsing Substack p…
|
B 71 5⁄5 | ||||||||
| 7212 |
A FastMCP server that enables AI agents to safely execute shell commands, run c…
|
B 71 5⁄5 | ||||||||
| 7213 |
An MCP server to extract keyphrases from a text with the BERT model
|
B 71 5⁄4 | ||||||||
| 7214 |
Provides access to Japanese labor and social insurance laws and administrative …
|
B 71 5⁄4 | ||||||||
| 7215 |
A Model Context Protocol server that provides browser automation capabilities u…
|
B 71 5⁄4 | ||||||||
| 7216 |
Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases…
|
B 71 5⁄5 | ||||||||
| 7217 |
Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and r…
|
B 71 5⁄4 | ||||||||
| 7218 |
Provides searchable access to official MCP protocol specification and FastMCP f…
|
B 71 5⁄5 | ||||||||
| 7219 |
Enables web search through DuckDuckGo and webpage content fetching with intelli…
|
B 71 5⁄5 | ||||||||
| 7220 |
Enables searching and retrieving Datadog logs through the Model Context Protoco…
|
B 71 5⁄5 | ||||||||
| 7221 |
MCP App Workers Template
Claim
A production-ready template for building MCP servers on Cloudflare Workers that…
|
B 71 5⁄5 | ||||||||
| 7222 |
MCP Server for Unity3d Game Engine integration for game development
|
B 71 5⁄4 | ||||||||
| 7223 |
Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.…
|
B 71 5⁄5 | ||||||||
| 7224 |
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
|
B 71 5⁄4 | ||||||||
| 7225 |
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
|
B 71 5⁄5 | ||||||||
| 7226 |
Generates realistic mock data using Faker.js for database seeding, API testing,…
|
B 71 5⁄5 | ||||||||
| 7227 |
MCP\_WolframAlpha
|
B 71 5⁄5 | ||||||||
| 7228 |
Enables retrieval of Russian real estate cadastral data including coordinates, …
|
B 71 5⁄5 | ||||||||
| 7229 |
OpenAPI to MCP Server
Claim
A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger s…
|
B 71 5⁄5 | ||||||||
| 7230 |
Eunomia MCP Server is an extension of the Eunomiaframework that connects Eunomi…
|
B 71 5⁄4 | ||||||||
| 7231 |
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
|
B 71 5⁄5 | ||||||||
| 7232 |
An MCP server that provides access to Vitally customer data, allowing users to …
|
B 71 5⁄5 | ||||||||
| 7233 |
A Model Context Protocol server that provides seamless integration with Google …
|
B 71 5⁄5 | ||||||||
| 7234 |
Indexes the locally-installed @trussworks/react-uswds package and helps code as…
|
B 71 5⁄4 | ||||||||
| 7235 |
A gateway that enables Generative AI systems to interact with and manage multip…
|
B 71 5⁄4 | ||||||||
| 7236 |
Enables AI assistants to search Slack messages and channels using the Slack Web…
|
B 71 5⁄5 | ||||||||
| 7237 |
EdgeOne Pages MCP Server
Claim
Enables AI assistants to deploy and manage static websites directly through Edg…
|
B 71 5⁄5 | ||||||||
| 7238 |
Provides advanced cryptocurrency and stock market analysis using TradingView da…
|
B 71 5⁄5 | ||||||||
| 7239 |
|
B 71 5⁄4 | ||||||||
| 7240 |
Enables AI video and image generation through the Runway API. Supports video ge…
|
B 71 5⁄5 | ||||||||
| 7241 |
LinkedIn publishing, commenting, and reacting via Unipile API. Dry-run by defau…
|
B 71 5⁄5 | ||||||||
| 7242 |
Supabase Admin
Claim
Manage Supabase projects end to end across database, auth, storage, and realtim…
|
B 70 5⁄4 | ||||||||
| 7243 |
MCP server for architecture and system design. Store and manage project archite…
|
B 70 5⁄5 | ||||||||
| 7244 |
SOAR MCP Server
Claim
Integrates Security Orchestration, Automation and Response (SOAR) platform capa…
|
B 70 5⁄5 | ||||||||
| 7245 |
Modular MCP Server
Claim
A scalable, auto-discovering Model Context Protocol server that dynamically loa…
|
B 70 5⁄4 | ||||||||
| 7246 |
Provides access to AI-related crypto and Web3 news through the ChainGPT AI News…
|
B 70 5⁄5 | ||||||||
| 7247 |
A Model Context Protocol server that enables remote management of Android devic…
|
B 70 5⁄5 | ||||||||
| 7248 |
mcp-batchit
Claim
🚀 MCP aggregator for batching multiple tool calls into a single request. Reduce…
|
B 70 5⁄4 | ||||||||
| 7249 |
A specialized MCP server that provides a structured interface to the Europe PMC…
|
B 70 5⁄5 | ||||||||
| 7250 |
A comprehensive MCP server providing Claude with full access to Brevo's marketi…
|
B 70 5⁄5 | ||||||||