MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 2 hours, 41 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 6751 |
Enables unified searching across Google Scholar, Google Web Search, and YouTube…
|
B 71 5⁄5 | ||||||||
| 6752 |
Enables searching and retrieving icons from The Noun Project API with advanced …
|
B 71 5⁄5 | ||||||||
| 6753 |
Enables AI coding tools like Cursor to access Figma design files and metadata, …
|
B 71 5⁄5 | ||||||||
| 6754 |
A Model Context Protocol server that provides access to Unity Catalog Functions…
|
B 71 5⁄5 | ||||||||
| 6755 |
A boilerplate project for quickly developing MCP servers with TypeScript, featu…
|
B 71 5⁄5 | ||||||||
| 6756 |
Provides 20 tools across 6 categories (pension/welfare, health/medical, care, l…
|
B 71 5⁄5 | ||||||||
| 6757 |
A Model Context Protocol server that enables AI assistants like Cursor to direc…
|
B 71 5⁄5 | ||||||||
| 6758 |
Next.js MCP Server
Claim
Enables AI assistants to automate Next.js development including project scaffol…
|
B 71 5⁄4 | ||||||||
| 6759 |
MCP server implementation for Keycloak user management. Enables AI-powered admi…
|
B 71 5⁄5 | ||||||||
| 6760 |
|
B 71 5⁄4 | ||||||||
| 6761 |
Enables verification of natural language claims against CME prediction market d…
|
B 71 5⁄5 | ||||||||
| 6762 |
A FastAPI and fastmcp based Amap Navigation MCP tool that provides interactive …
|
B 71 5⁄5 | ||||||||
| 6763 |
Enables Claude to read, write, append, and clear data in Google Sheets directly…
|
B 71 5⁄5 | ||||||||
| 6764 |
Enables AI assistants to deploy and manage static websites directly on EdgeOne …
|
B 71 5⁄5 | ||||||||
| 6765 |
Provides geolocation services including finding nearby transit stops and retrie…
|
B 71 5⁄5 | ||||||||
| 6766 |
Integrates the Brave Search API to provide web and local search capabilities, i…
|
B 71 5⁄5 | ||||||||
| 6767 |
Enables AI assistants to connect with Freshservice ITSM for managing tickets, a…
|
B 71 5⁄5 | ||||||||
| 6768 |
Exposes Google Jules AI capabilities for automated coding tasks, including sess…
|
B 71 5⁄5 | ||||||||
| 6769 |
Enables web, image, and news search through the 4get Meta Search engine API. Fe…
|
B 71 5⁄5 | ||||||||
| 6770 |
Enables monitoring of GitLab CI/CD pipelines and job statuses through automatic…
|
B 71 5⁄5 | ||||||||
| 6771 |
An MCP server that provides access to government datasets from Data.gov, enabli…
|
B 71 5⁄5 | ||||||||
| 6772 |
gleif-mcp-server
Claim
Access the Global Legal Entity Identifier (LEI) database for company verificati…
|
B 71 6⁄4 | ||||||||
| 6773 |
Provides access to 1,000+ Phosphor Icons with 6 weight styles, enabling icon se…
|
B 71 5⁄5 | ||||||||
| 6774 |
Enables LLMs to search for keywords and fetch full page content from Wikipedia …
|
B 71 5⁄5 | ||||||||
| 6775 |
MCP server for macOS Automator that enables AI to control Mac computers by exec…
|
B 71 5⁄5 | ||||||||
| 6776 |
Provides persistent memory capabilities through Neo4j graph database integratio…
|
B 71 5⁄5 | ||||||||
| 6777 |
robot_MCP
Claim
A simple MCP server for the SO-ARM100 control
|
B 71 5⁄4 | ||||||||
| 6778 |
Enables access to agent instruction files and prompts for AI development workfl…
|
B 71 5⁄5 | ||||||||
| 6779 |
MusicGPT MCP Server
Claim
Provides AI-powered audio generation and processing through the MusicGPT API, e…
|
B 71 5⁄5 | ||||||||
| 6780 |
A Model Context Protocol server that enables generating and editing images usin…
|
B 71 5⁄5 | ||||||||
| 6781 |
A server that provides seamless access to the GTFOBins database through Claude …
|
B 71 5⁄4 | ||||||||
| 6782 |
A Node.js server that enables video manipulation through natural language reque…
|
B 71 5⁄4 | ||||||||
| 6783 |
Enables AI assistants to search and access geospatial datasets through STAC (Sp…
|
B 71 5⁄5 | ||||||||
| 6784 |
A web application for securely managing GitHub tokens and providing centralized…
|
B 71 5⁄5 | ||||||||
| 6785 |
A Model Context Protocol server that provides seamless integration with Coroot …
|
B 71 5⁄5 | ||||||||
| 6786 |
redshift-utils-mcp
|
B 71 5⁄5 | ||||||||
| 6787 |
Fetch as Markdown
Claim
Fetches web pages and converts them to clean, readable markdown format by extra…
|
B 71 5⁄5 | ||||||||
| 6788 |
Enables browser automation with concurrent tab pool management using Puppeteer.…
|
B 71 5⁄5 | ||||||||
| 6789 |
An MCP server that enables programmatic management and monitoring of developmen…
|
B 71 5⁄5 | ||||||||
| 6790 |
A Python library for storing and querying n-ary relationships with provenance t…
|
B 71 5⁄4 | ||||||||
| 6791 |
A gateway that enables Generative AI systems to interact with and manage multip…
|
B 71 5⁄4 | ||||||||
| 6792 |
IP Address location service using the [IP Find](https://ipfind.com) API
|
B 71 5⁄5 | ||||||||
| 6793 |
Enables SSH connectivity and remote command execution on servers, allowing user…
|
B 71 5⁄5 | ||||||||
| 6794 |
Finds the closest Tailwind CSS palette colors to any given CSS color value. Sup…
|
B 71 5⁄4 | ||||||||
| 6795 |
MCP Doc Server
Claim
A document-based MCP server that supports keyword searching and content retriev…
|
B 71 6⁄6 | ||||||||
| 6796 |
Provides AI agents with physics-based corrosion engineering calculations, from …
|
B 71 5⁄4 | ||||||||
| 6797 |
Real-time semantic security for AI coding agents and MCP tools
|
B 71 5⁄4 | ||||||||
| 6798 |
Automates the creation of React Three Fiber game projects with various template…
|
B 71 5⁄4 | ||||||||
| 6799 |
A comprehensive template for building MCP servers with TypeScript, Fastify, and…
|
B 71 5⁄5 | ||||||||
| 6800 |
ZBD MCP Server
Claim
A server that adds Bitcoin payment capabilities to LLMs, enabling sending/recei…
|
B 71 5⁄5 | ||||||||