MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 3 hours, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3151 |
Provides SQL access to the ANSES Ciqual French food composition database with n…
|
B 76 5⁄5 | ||||||||
| 3152 |
Provides comprehensive pharmaceutical intelligence by integrating real-time ope…
|
B 76 5⁄5 | ||||||||
| 3153 |
Provides real-time access to Go package documentation, function signatures, and…
|
B 76 5⁄5 | ||||||||
| 3154 |
Enables LLMs to access, analyze, and extract information from STDF-V4 semicondu…
|
B 76 5⁄5 | ||||||||
| 3155 |
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
|
B 76 5⁄4 | ||||||||
| 3156 |
MCP server to deploy apps to Cloud Run
|
B 76 5⁄5 | ||||||||
| 3157 |
BigQuery database integration with schema inspection and query capabilities
|
B 76 5⁄5 | ||||||||
| 3158 |
Provides a comprehensive robotics information hub with details on frameworks li…
|
B 76 5⁄4 | ||||||||
| 3159 |
A Model Context Protocol server for managing Bucketeer feature flags, providing…
|
B 76 5⁄4 | ||||||||
| 3160 |
JSON, YAML, TOML, INI config tools for AI agents
|
B 76 4⁄4 | ||||||||
| 3161 |
Multi-agent observability: cascade failure detection, heartbeats, and forensic …
|
B 76 5⁄4 | ||||||||
| 3162 |
Anybox MCP Server
Claim
Enables interaction with Anybox bookmark manager on macOS, allowing users to se…
|
B 76 5⁄4 | ||||||||
| 3163 |
An MCP server that allows users to query and analyze their Apple Health data us…
|
B 76 5⁄4 | ||||||||
| 3164 |
A comprehensive Model Context Protocol server that enables AI assistants to int…
|
B 76 5⁄5 | ||||||||
| 3165 |
A FastAPI library that provides Model Context Protocol tools for endpoint intro…
|
B 76 5⁄5 | ||||||||
| 3166 |
Dynamic tools to automate tasks on LinkedIn website.
|
B 76 5⁄5 | ||||||||
| 3167 |
|
B 76 5⁄4 | ||||||||
| 3168 |
Enables comprehensive interaction with Google Docs and Google Drive through AI …
|
B 76 5⁄4 | ||||||||
| 3169 |
MCP Armor continuously secures and monitors Model Context Protocol operations t…
|
B 76 4⁄4 | ||||||||
| 3170 |
Enables interaction with Rememberizer.ai knowledge repositories to search, retr…
|
B 76 5⁄5 | ||||||||
| 3171 |
simplemem
Claim
A simple memory tool for coding agents using DuckDB and VoyageAI.
|
B 76 5⁄5 | ||||||||
| 3172 |
zerodust
Claim
Sweep native gas tokens to exactly zero across 25+ EVM chains via AI agents.
|
B 76 5⁄4 | ||||||||
| 3173 |
AGS API
Claim
Stateless MCP server for AccelByte Gaming Services APIs with OpenAPI integration
|
B 76 5⁄5 | ||||||||
| 3174 |
Enables AI assistants to interact with Google's Jules coding agent API for auto…
|
B 76 5⁄5 | ||||||||
| 3175 |
Enables browsing Hacker News, searching discussions, analyzing users, and track…
|
B 76 5⁄5 | ||||||||
| 3176 |
Enables AI assistants to control Google Workspace services (Slides, Sheets, Dri…
|
B 76 5⁄4 | ||||||||
| 3177 |
Icelandic legislation via MCP — full-text search across statutes and provisions
|
B 76 5⁄5 | ||||||||
| 3178 |
Enables AI assistants to perform real-time Google searches with anti-bot protec…
|
B 76 5⁄5 | ||||||||
| 3179 |
An advanced MCP server implementing a cognitive architecture through the GOTCHA…
|
B 76 5⁄5 | ||||||||
| 3180 |
podman-mcp-server
Claim
Model Context Protocol (MCP) server for container runtimes (Podman and Docker)
|
B 76 5⁄4 | ||||||||
| 3181 |
Beeper MCP Server
Claim
Provides read-only access to local Beeper message history on macOS, enabling us…
|
B 76 5⁄4 | ||||||||
| 3182 |
A demonstration MCP server showcasing tools (calculator, file operations, weath…
|
B 76 5⁄5 | ||||||||
| 3183 |
Enables users to check weather conditions using Open-Meteo's free API with GitH…
|
B 76 5⁄4 | ||||||||
| 3184 |
18 trust tools for AI agents — verify, score, route, compare, and delegate with…
|
B 76 5⁄4 | ||||||||
| 3185 |
Mercado Pago's Official MCP Server offers tools so that developers can easily i…
|
B 76 5⁄5 | ||||||||
| 3186 |
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
|
B 76 5⁄5 | ||||||||
| 3187 |
Paprika SQL MCP Server
Claim
A Model Context Protocol desktop extension that allows Claude to query and inte…
|
B 76 5⁄4 | ||||||||
| 3188 |
DevDb MCP Server
|
B 76 5⁄4 | ||||||||
| 3189 |
Enables AI agents to manage performance testing workflows on BlazeMeter's cloud…
|
B 76 5⁄4 | ||||||||
| 3190 |
Provides over 156 tools to interact with the Binance.com global exchange API fo…
|
B 76 5⁄5 | ||||||||
| 3191 |
Multi-mode MCP server supporting both Claude Desktop (STDIO) and OpenAI (HTTP/S…
|
B 76 5⁄5 | ||||||||
| 3192 |
Searchable access to GitLab documentation from multiple repositories with full-…
|
B 76 5⁄5 | ||||||||
| 3193 |
Enables AI assistants to search, validate, and edit OpenStreetMap data through …
|
B 76 5⁄5 | ||||||||
| 3194 |
An implementation that enables Claude to connect to ServiceNow instances, retri…
|
B 76 5⁄5 | ||||||||
| 3195 |
A Model Context Protocol (MCP) server for accessing the Climatiq API to calcula…
|
B 76 5⁄4 | ||||||||
| 3196 |
Provides access to Daniel Miessler's Fabric AI prompts (patterns and strategies…
|
B 76 5⁄5 | ||||||||
| 3197 |
Connects agents to Elasticsearch data using the Model Context Protocol, allowin…
|
B 76 5⁄4 | ||||||||
| 3198 |
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
|
B 76 5⁄5 | ||||||||
| 3199 |
Provides read-only access to Beehiiv newsletter analytics data including public…
|
B 76 5⁄5 | ||||||||
| 3200 |
MCP server for AI image generation and editing with automatic prompt optimizati…
|
B 76 5⁄5 | ||||||||