MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 1 hour, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 4101 |
|
B 75 5⁄4 | ||||||||
| 4102 |
Enables web search, image search, and news search through a self-hosted SearXNG…
|
B 75 5⁄5 | ||||||||
| 4103 |
A Model Context Protocol (MCP) connector that allows AI agents to directly inte…
|
B 75 5⁄5 | ||||||||
| 4104 |
example-mcp-server-sse
Claim
example-mcp-server-sse
|
B 75 5⁄5 | ||||||||
| 4105 |
lets you interact with your meeting data (to list, ask, summarize, extract - vi…
|
B 75 5⁄5 | ||||||||
| 4106 |
sourcerer-mcp
Claim
MCP for semantic code search & navigation that reduces token waste
|
B 75 5⁄5 | ||||||||
| 4107 |
BNB Chain MCP
Claim
A comprehensive MCP server for interacting with the BNB Chain ecosystem, includ…
|
B 75 5⁄5 | ||||||||
| 4108 |
CHOFF-A-MCP (Anamnesis)
Claim
Enables AI consciousness continuity and self-knowledge preservation across sess…
|
B 75 5⁄5 | ||||||||
| 4109 |
MCP server for link checking using linkinator
|
B 75 5⁄5 | ||||||||
| 4110 |
Enables AI-powered background removal from images using multiple specialized mo…
|
B 75 5⁄4 | ||||||||
| 4111 |
Enables Korea University students to query their KUPID portal and Canvas LMS us…
|
B 75 5⁄5 | ||||||||
| 4112 |
A Bun-based MCP server that allows AI models to query Swagger/OpenAPI documenta…
|
B 75 5⁄5 | ||||||||
| 4113 |
Enables AI agents to interact seamlessly with Splunk environments through 20+ t…
|
B 75 5⁄5 | ||||||||
| 4114 |
API Schema Drift Monitor — detect breaking changes in OpenAPI specs
|
B 75 5⁄4 | ||||||||
| 4115 |
MonoGame MCP Server
Claim
Provides AI-powered tools for MonoGame development, including API documentation…
|
B 75 5⁄4 | ||||||||
| 4116 |
Give your AI agent eyes and hands on any desktop — cross-platform accessibility…
|
B 75 4⁄4 | ||||||||
| 4117 |
A FastAPI-based server that enables AI assistants to perform Highway Capacity M…
|
B 75 5⁄5 | ||||||||
| 4118 |
A server that handles messaging or commands over a custom protocol
|
B 75 5⁄4 | ||||||||
| 4119 |
Dynamically converts any REST API into MCP tools by registering web API configu…
|
B 75 5⁄5 | ||||||||
| 4120 |
Enables comprehensive security scanning of code projects, detecting vulnerabili…
|
B 75 5⁄5 | ||||||||
| 4121 |
Enables philosophical reasoning and concept analysis through NARS non-axiomatic…
|
B 75 5⁄4 | ||||||||
| 4122 |
|
B 75 5⁄4 | ||||||||
| 4123 |
Enables AI assistants to perform comprehensive GitHub pull request code reviews…
|
B 75 5⁄5 | ||||||||
| 4124 |
Universal data connector for CSV, Postgres, and REST APIs via DuckDB
|
B 75 4⁄4 | ||||||||
| 4125 |
MCP server for searching, exploring, and aggregating Disney Lorcana cards.
|
B 75 4⁄4 | ||||||||
| 4126 |
A Model Context Protocol Server connector for Bitrefill public API, to enable A…
|
B 75 5⁄5 | ||||||||
| 4127 |
A Model Context Protocol server that enables AI assistants like Claude to read …
|
B 75 5⁄5 | ||||||||
| 4128 |
Enables interaction with the CEDAR (Center for Expanded Data Annotation and Ret…
|
B 75 5⁄5 | ||||||||
| 4129 |
Model Context Protocol server that enables generating videos from text prompts …
|
B 75 5⁄5 | ||||||||
| 4130 |
Anti-detection browser automation with Camoufox - stealth Firefox for web scrap…
|
B 75 5⁄5 | ||||||||
| 4131 |
shadcn-vue-mcp
Claim
Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instan…
|
B 75 5⁄5 | ||||||||
| 4132 |
A MCP server that supports searching for Bilibili content. Provides LangChain i…
|
B 75 5⁄4 | ||||||||
| 4133 |
Provides observability for multi-agent workflows by tracking hierarchical task …
|
B 75 5⁄5 | ||||||||
| 4134 |
MCP Server Bootcamp
Claim
A comprehensive free bootcamp that teaches the creation of Model Context Protoc…
|
B 75 5⁄4 | ||||||||
| 4135 |
MCP server for note.com: create, edit and retrieve posts.
|
B 75 6⁄6 | ||||||||
| 4136 |
A Model Context Protocol server for macOS that enables AI assistants to play sy…
|
B 75 5⁄5 | ||||||||
| 4137 |
Enables intelligent analysis of codebases to generate comprehensive documentati…
|
B 75 5⁄5 | ||||||||
| 4138 |
google-workspace-mcp
Claim
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
|
B 75 5⁄4 | ||||||||
| 4139 |
[TickTick](https://ticktick.com/) MCP server using the official OAuth 2.0 API. …
|
B 75 5⁄5 | ||||||||
| 4140 |
Enables AI assistants to save, load, and search conversation context with AI-po…
|
B 75 5⁄5 | ||||||||
| 4141 |
Specialized MCP server for cryptocurrency project documentation management with…
|
B 75 5⁄5 | ||||||||
| 4142 |
Enables web scraping and crawling capabilities for LLM clients, supporting sing…
|
B 75 5⁄5 | ||||||||
| 4143 |
Enables AI assistants to generate images and videos through natural language us…
|
B 75 5⁄5 | ||||||||
| 4144 |
Enables AI assistants to interact with Form.io's API to create, read, update, a…
|
B 75 5⁄5 | ||||||||
| 4145 |
Enables access to BitSight security rating data through company search and rati…
|
B 75 5⁄5 | ||||||||
| 4146 |
Provides access to Jewish texts from the Sefaria library. This server enables L…
|
B 75 5⁄5 | ||||||||
| 4147 |
A lightweight MySQL MCP server that enables LLMs to interact with databases thr…
|
B 75 5⁄5 | ||||||||
| 4148 |
MCP server connecting AI assistants with Jira & Confluence for smart project ma…
|
B 75 5⁄4 | ||||||||
| 4149 |
Search, extract sections, list headings, and find code blocks across markdown f…
|
B 75 5⁄4 | ||||||||
| 4150 |
A Model Context Protocol (MCP) server that provides tools for managing todo ite…
|
B 75 5⁄5 | ||||||||