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 | ||||||||||
| 3101 |
Enables AI assistants to interact with Saffron recipe management functionality,…
|
B 76 5⁄5 | ||||||||
| 3102 |
An implementation project of a JVM-based MCP (Model Context Protocol) server.
|
B 76 5⁄4 | ||||||||
| 3103 |
A FastAPI library that provides Model Context Protocol tools for endpoint intro…
|
B 76 5⁄5 | ||||||||
| 3104 |
Enables access to Indonesian Stock Exchange (IDX) data with comprehensive histo…
|
B 76 5⁄5 | ||||||||
| 3105 |
Turn any OpenAPI/Swagger spec into MCP tools. Zero config, zero code.
|
B 76 5⁄4 | ||||||||
| 3106 |
Provides fast lexical and optional semantic search over NiiVue neuroimaging vis…
|
B 76 5⁄4 | ||||||||
| 3107 |
Enables AI assistants to perform file system operations within a specified proj…
|
B 76 5⁄4 | ||||||||
| 3108 |
Mercado Pago's Official MCP Server offers tools so that developers can easily i…
|
B 76 5⁄5 | ||||||||
| 3109 |
Enables browsing Hacker News, searching discussions, analyzing users, and track…
|
B 76 5⁄5 | ||||||||
| 3110 |
Icelandic legislation via MCP — full-text search across statutes and provisions
|
B 76 5⁄5 | ||||||||
| 3111 |
simple-memory-mcp
Claim
Provides AI assistants with persistent memory across sessions using local SQLit…
|
B 76 5⁄5 | ||||||||
| 3112 |
|
B 76 5⁄4 | ||||||||
| 3113 |
|
B 76 5⁄4 | ||||||||
| 3114 |
A Model Context Protocol server that provides read-only access to Mailchimp's M…
|
B 76 5⁄4 | ||||||||
| 3115 |
MCP Armor continuously secures and monitors Model Context Protocol operations t…
|
B 76 4⁄4 | ||||||||
| 3116 |
Enables comprehensive Jenkins automation through MCP interface, allowing users …
|
B 76 5⁄5 | ||||||||
| 3117 |
Local-first biological memory for coding agents: recall, consolidation, and pre…
|
B 76 4⁄4 | ||||||||
| 3118 |
Exposes PTOAi user context to Agent Builder by connecting to a Supabase databas…
|
B 76 6⁄6 | ||||||||
| 3119 |
An implementation that enables Claude to connect to ServiceNow instances, retri…
|
B 76 5⁄5 | ||||||||
| 3120 |
A privacy-first macOS MCP server that enables AI agents to capture screenshots …
|
B 76 5⁄4 | ||||||||
| 3121 |
Provides comprehensive pharmaceutical intelligence by integrating real-time ope…
|
B 76 5⁄5 | ||||||||
| 3122 |
Enables analysis of RTL waveform files (VCD, FST) through WAL (Waveform Analysi…
|
B 76 5⁄5 | ||||||||
| 3123 |
React hooks for exposing your app's functionality as WebMCP tools - transport-a…
|
B 76 5⁄4 | ||||||||
| 3124 |
Jira MCP Server
Claim
Enables natural language interaction with Jira for managing projects, issues, t…
|
B 76 5⁄5 | ||||||||
| 3125 |
mcp-calculator-server
Claim
|
B 76 5⁄4 | ||||||||
| 3126 |
Firefox browser automation via WebDriver BiDi for testing, scraping, and browse…
|
B 76 5⁄4 | ||||||||
| 3127 |
Enables interaction with Rememberizer.ai knowledge repositories to search, retr…
|
B 76 5⁄5 | ||||||||
| 3128 |
Enables comprehensive translation management through POEditor's API with projec…
|
B 76 5⁄5 | ||||||||
| 3129 |
A Model Context Protocol server for managing Bucketeer feature flags, providing…
|
B 76 5⁄4 | ||||||||
| 3130 |
DevDb MCP Server
|
B 76 5⁄4 | ||||||||
| 3131 |
A comprehensive Model Context Protocol server that enables AI assistants to int…
|
B 76 5⁄5 | ||||||||
| 3132 |
An MCP server that enables AI agents to interact with the iExec protocol for co…
|
B 76 5⁄4 | ||||||||
| 3133 |
Provides over 156 tools to interact with the Binance.com global exchange API fo…
|
B 76 5⁄5 | ||||||||
| 3134 |
A Model Context Protocol server that provides positive reinforcement for LLMs b…
|
B 76 5⁄4 | ||||||||
| 3135 |
Cloud Tasks MCP Server
Claim
Enables interactions with Google Cloud Tasks queues and tasks through natural l…
|
B 76 5⁄5 | ||||||||
| 3136 |
Bridges LLMs and diagram creation by providing intelligent format selection, fo…
|
B 76 5⁄5 | ||||||||
| 3137 |
An advanced MCP server implementing a cognitive architecture through the GOTCHA…
|
B 76 5⁄5 | ||||||||
| 3138 |
Enables AI assistants to store and retrieve memories with semantic search capab…
|
B 76 5⁄5 | ||||||||
| 3139 |
A type-safe solution that enables remote access to Model Context Protocol (MCP)…
|
B 76 5⁄5 | ||||||||
| 3140 |
MCP server for generating and editing images using xAI's Grok image model, supp…
|
B 76 5⁄4 | ||||||||
| 3141 |
A demonstration MCP server showcasing tools (calculator, file operations, weath…
|
B 76 5⁄5 | ||||||||
| 3142 |
Provides SQL access to the ANSES Ciqual French food composition database with n…
|
B 76 5⁄5 | ||||||||
| 3143 |
Paprika SQL MCP Server
Claim
A Model Context Protocol desktop extension that allows Claude to query and inte…
|
B 76 5⁄4 | ||||||||
| 3144 |
18 trust tools for AI agents — verify, score, route, compare, and delegate with…
|
B 76 5⁄4 | ||||||||
| 3145 |
Enables LLMs to access, analyze, and extract information from STDF-V4 semicondu…
|
B 76 5⁄5 | ||||||||
| 3146 |
Enables users to check weather conditions using Open-Meteo's free API with GitH…
|
B 76 5⁄4 | ||||||||
| 3147 |
Real-time sports card pricing, market analysis, arbitrage detection, grading RO…
|
B 76 4⁄4 | ||||||||
| 3148 |
An MCP server that allows users to query and analyze their Apple Health data us…
|
B 76 5⁄4 | ||||||||
| 3149 |
MCP server to deploy apps to Cloud Run
|
B 76 5⁄5 | ||||||||
| 3150 |
Enables AI assistants to search, validate, and edit OpenStreetMap data through …
|
B 76 5⁄5 | ||||||||