MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 3 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 25201 |
A TypeScript MCP server for Codecks project management that provides over 32 to…
|
F 30 4⁄4 | ||||||||
| 25202 |
Provides dynamic short-term and long-term memory management with keyword-based …
|
F 30 4⁄3 | ||||||||
| 25203 |
Update, create, delete content, content-models and assets in your Contentful Sp…
|
F 30 4⁄3 | ||||||||
| 25204 |
AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Mod…
|
F 30 4⁄3 | ||||||||
| 25205 |
Integrates Taiwan-specific medical data including ICD-10 codes, FDA drug databa…
|
F 30 4⁄4 | ||||||||
| 25206 |
Code Mode inspired local sandboxed MCP Gateway - collapses N servers x M tools …
|
F 30 4⁄3 | ||||||||
| 25207 |
MCP Expr Lang
|
F 30 4⁄3 | ||||||||
| 25208 |
An MCP server for Bitbucket Data Center that enables AI assistants to search co…
|
F 30 4⁄4 | ||||||||
| 25209 |
Enables programmatic interaction with ArchiveBox web archiving functionality th…
|
F 30 4⁄4 | ||||||||
| 25210 |
Convert docs to agent-readable specs with criteria and constraints. $0.10/conve…
|
F 30 4⁄3 | ||||||||
| 25211 |
Persistent intelligence infrastructure for agentic development that gives AI co…
|
F 30 4⁄3 | ||||||||
| 25212 |
mcp-oceanbase
|
F 30 4⁄4 | ||||||||
| 25213 |
|
F 30 4⁄3 | ||||||||
| 25214 |
Provides intelligent access to local music collections through advanced metadat…
|
F 30 4⁄4 | ||||||||
| 25215 |
Enables programmatic interaction with Expo/React Native projects and EAS (Expo …
|
F 30 4⁄4 | ||||||||
| 25216 |
A FastAPI-based Model Context Protocol server that exposes herd data through a …
|
F 30 4⁄4 | ||||||||
| 25217 |
An MCP server that enables interaction with Google Cloud Filestore API, allowin…
|
F 30 4⁄4 | ||||||||
| 25218 |
This project provides a robust integration between AI assistants and FreeCAD CA…
|
F 30 4⁄4 | ||||||||
| 25219 |
Enables dynamic database querying through natural language questions using LLM-…
|
F 30 4⁄4 | ||||||||
| 25220 |
Control your macOS Homebrew setup using natural language via this MCP server. S…
|
F 30 4⁄3 | ||||||||
| 25221 |
Enterprise-grade Jenkins CI/CD integration with multi-tier caching, pipeline mo…
|
F 30 4⁄3 | ||||||||
| 25222 |
A comprehensive Model Context Protocol server for advanced code analysis that p…
|
F 30 4⁄4 | ||||||||
| 25223 |
Enables first-order logic reasoning including theorem proving, model finding, c…
|
F 30 4⁄4 | ||||||||
| 25224 |
Provides 12 tools to query South Korean building register data, including title…
|
F 30 4⁄3 | ||||||||
| 25225 |
Empowering AI with Workflow Orchestration
|
F 30 4⁄3 | ||||||||
| 25226 |
A comprehensive integration providing over 46 tools for managing GitLab project…
|
F 30 4⁄4 | ||||||||
| 25227 |
Enables AI to interact with Microsoft Access (.mdb, .accdb) and SQLite 3 databa…
|
F 30 4⁄3 | ||||||||
| 25228 |
Provides tools for AI assistants to manage and diagnose MWAA Airflow environmen…
|
F 30 4⁄3 | ||||||||
| 25229 |
A specialized code review service that provides 36+ critics for different progr…
|
F 30 4⁄3 | ||||||||
| 25230 |
45+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversa…
|
F 30 4⁄3 | ||||||||
| 25231 |
An MCP server that retrieves and provides Wikipedia content for requested topic…
|
F 30 4⁄3 | ||||||||
| 25232 |
Provides hybrid semantic and keyword code search for Claude Code using BM25 and…
|
F 30 4⁄3 | ||||||||
| 25233 |
A productivity coaching assistant designed for ADHD support that provides intel…
|
F 30 4⁄3 | ||||||||
| 25234 |
Enables AI assistants to interact with Mealie recipe databases through MCP clie…
|
F 30 4⁄4 | ||||||||
| 25235 |
Provides standardized access to HubSpot's CRM API for managing contacts, compan…
|
F 25 4⁄4 | ||||||||
| 25236 |
Implements a secure message communication protocol for handling exchanges betwe…
|
F 25 4⁄4 | ||||||||
| 25237 |
A comprehensive MCP server providing 24 tools for full Gmail management, includ…
|
F 25 4⁄4 | ||||||||
| 25238 |
AI-agent programming language. JSON AST in, WASM out. Typed, effect-tracked, Z3…
|
F 25 4⁄3 | ||||||||
| 25239 |
Enables AI assistants to interact with Conta Azul Financial APIs to manage acco…
|
F 25 4⁄4 | ||||||||
| 25240 |
Enables AI assistants to interact with the PEX Card External API to manage busi…
|
F 25 4⁄4 | ||||||||
| 25241 |
A secure Model Context Protocol server that enables Claude AI to list, search, …
|
F 25 4⁄4 | ||||||||
| 25242 |
A comprehensive MCP server providing 35 tools for managing Telegram messages, m…
|
F 25 4⁄4 | ||||||||
| 25243 |
[DEPRECATED] Superseded by systempromptio/systemprompt-template and systempromp…
|
F 25 4⁄3 | ||||||||
| 25244 |
An MCP (Multi-Agent Conversation Protocol) Server that provides a standardized …
|
F 25 4⁄4 | ||||||||
| 25245 |
An MCP server that enables AI agents to autonomously manage ORE mining on the S…
|
F 25 4⁄4 | ||||||||
| 25246 |
Provides integration between Genkit and the Model Context Protocol (MCP).
|
F 25 4⁄4 | ||||||||
| 25247 |
A Model Context Protocol server that enables interaction with MongoDB databases…
|
F 25 4⁄3 | ||||||||
| 25248 |
A Model Context Protocol server that enables LLMs to create, modify, and manipu…
|
F 25 4⁄4 | ||||||||
| 25249 |
Enables AI video generation, replica management, conversational AI, lipsync, an…
|
F 25 4⁄4 | ||||||||
| 25250 |
|
F 25 4⁄3 | ||||||||