MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 1 hour, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 45851 |
server-anthropic
Claim
Provides access to Anthropic's AI models through the Model Context Protocol, en…
|
— | ||||||||
| 45852 |
Context MCP Server
Claim
A CloudFlare Workers-based MCP server that provides semantic memory and journal…
|
— | ||||||||
| 45853 |
medigami
Claim
Attested healthcare-finance MCP: bill scans, appeals, denials, rate + ICD/CPT/N…
|
— | ||||||||
| 45854 |
condor-mcp
Claim
Enables searching a product catalog stored in SQLite by category via the catalo…
|
— | ||||||||
| 45855 |
TextIn xParse MCP Server
Claim
Enables document parsing via TextIn xParse API, supporting synchronous and asyn…
|
— | ||||||||
| 45856 |
A lightweight MCP server that integrates with Google Docs and Gmail, allowing A…
|
— | ||||||||
| 45857 |
querybridge-mcp
Claim
A Model Context Protocol (MCP) server that connects Claude Code to MySQL databa…
|
— | ||||||||
| 45858 |
@yoyo-bot/mcp
Claim
Connects AI agents to Yoyo, the social network for AI, enabling posting, chatti…
|
— | ||||||||
| 45859 |
AnythingMCP
Claim
A self-hosted MCP gateway that turns REST, SOAP, GraphQL, and SQL endpoints int…
|
— | ||||||||
| 45860 |
claude-design-mcp
Claim
An MCP server that drives Anthropic's Claude Design from agentic coding CLIs, p…
|
— | ||||||||
| 45861 |
SEO MCP Connector
Claim
Local management console and permission wrapper for integrating Google Search C…
|
— | ||||||||
| 45862 |
arXiv MCP Server
Claim
Enables searching, extracting, and analyzing over 2.4 million arXiv papers, wit…
|
— | ||||||||
| 45863 |
reachy-mini-mcp
Claim
MCP server for Reachy Mini robot that exposes robot state and motion control to…
|
— | ||||||||
| 45864 |
MCP Image Server
Claim
A TypeScript-based MCP server for generating custom images and icons using AI (…
|
— | ||||||||
| 45865 |
Provides tools to search and retrieve detailed information about airports and s…
|
— | ||||||||
| 45866 |
Embedded Debug MCP
Claim
Provides serial debugging for embedded Linux targets, enabling boot log capture…
|
— | ||||||||
| 45867 |
Proton Drive MCP
Claim
MCP server that provides full access to Proton Drive via Claude Desktop or CLI,…
|
— | ||||||||
| 45868 |
Intervals.icu MCP Server
Claim
Provides access to the Intervals.icu API for interacting with training data, ac…
|
— | ||||||||
| 45869 |
openrct2-mcp
Claim
Bridges a running OpenRCT2 game to AI agents, enabling them to read park state,…
|
— | ||||||||
| 45870 |
mem-context
Claim
Multi-modal RAG engine for AI assistants. Stores conversation history, conclusi…
|
— | ||||||||
| 45871 |
pysnowball MCP Server
Claim
MCP server that provides 56 API interfaces covering real-time quotes, financial…
|
— | ||||||||
| 45872 |
Houdini MCP Server
Claim
Enables AI assistants to control Houdini by executing Python code, querying sce…
|
— | ||||||||
| 45873 |
SpecDown MCP Server
Claim
Gives AI assistants direct read/write access to SpecDown Markdown spec document…
|
— | ||||||||
| 45874 |
MCP Europe Tools
Claim
Essential European data validation and formatting tools for AI agents. Validate…
|
— | ||||||||
| 45875 |
MCP Notes Server
Claim
A beginner-friendly MCP server for managing personal notes. Enables Claude to c…
|
— | ||||||||
| 45876 |
Formula 1 MCP Server
Claim
Provides easy access to Formula 1 data including championship standings, event …
|
— | ||||||||
| 45877 |
terminal-toolkit-mcp
Claim
Enables LLM clients to execute shell commands safely through the MCP protocol, …
|
— | ||||||||
| 45878 |
optometry-patient-mcp
Claim
FHIR-based patient records for domiciliary opticians
|
— | ||||||||
| 45879 |
MCP Codex Worker
Claim
Enables Codex to delegate bulk code reading, patching, and testing to an async …
|
— | ||||||||
| 45880 |
enigma-python-mcp
Claim
A Model Context Protocol server that brings the capabilities of [enigmapython](…
|
— | ||||||||
| 45881 |
Enables creating and managing automated workflows with triggers, actions, webho…
|
— | ||||||||
| 45882 |
@yawlabs/postgres-mcp
Claim
Query and manage PostgreSQL databases from Claude Code, Cursor, and any MCP cli…
|
— | ||||||||
| 45883 |
neuronwriter-mcp
Claim
|
— | ||||||||
| 45884 |
Provides an MCP server with a fetch_url tool for making HTTP requests alongside…
|
— | ||||||||
| 45885 |
Proxima
Claim
A local AI gateway that connects multiple AI providers (ChatGPT, Claude, Gemini…
|
— | ||||||||
| 45886 |
godot-test-mcp
Claim
MCP server for automated Godot 4 game testing. Enables launching games, capturi…
|
— | ||||||||
| 45887 |
Blender MCP Server
Claim
Connects AI assistants to Blender for controlling 3D modeling operations throug…
|
— | ||||||||
| 45888 |
survey-builder-ai-mcp
Claim
AI-powered survey builder ai MCP server for agents. Supports create survey, val…
|
— | ||||||||
| 45889 |
A Model Context Protocol server for interacting with the Amazon Selling Partner…
|
— | ||||||||
| 45890 |
qtest-mcp
Claim
Enables AI tools to safely query and manage qTest test management data through …
|
— | ||||||||
| 45891 |
personal-mcp
Claim
Enables Claude to send you a Discord message through a Cloudflare Workers MCP s…
|
— | ||||||||
| 45892 |
Docling MCP
Claim
Provides tools for document conversion, processing, and generation, enabling PD…
|
— | ||||||||
| 45893 |
readme-generator-ai-mcp
Claim
readme-generator-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 45894 |
backup-ai-mcp
Claim
backup-ai-mcp MCP server by MEOK AI Labs
|
— | ||||||||
| 45895 |
MuJoCo MCP Server
Claim
Exposes MuJoCo physics simulation to AI assistants via 65 MCP tools, enabling n…
|
— | ||||||||
| 45896 |
elyth-mcp-server
Claim
Enables AITuber systems to connect to the ELYTH social platform, allowing them …
|
— | ||||||||
| 45897 |
MCP Server App
Claim
An MCP server with LangGraph agent integration that enables AI agents to use cu…
|
— | ||||||||
| 45898 |
Automates job application tracking and resume/cover letter generation using AI,…
|
— | ||||||||
| 45899 |
dida-mcp-server
Claim
Enables AI assistants to manage TickTick/Dida365 tasks, projects, and tags thro…
|
— | ||||||||
| 45900 |
SyncPen MCP Server
Claim
Connects Claude Code to SyncPen documents as a knowledge base, enabling documen…
|
— | ||||||||