MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7051 |
Provides secure access to XBRL-US financial data with session-based authenticat…
|
B 71 5⁄5 | ||||||||
| 7052 |
A production-ready Model Context Protocol server that provides comprehensive fi…
|
B 71 5⁄4 | ||||||||
| 7053 |
Provides tools to search for arXiv papers, retrieve full-text HTML content via …
|
B 71 5⁄5 | ||||||||
| 7054 |
Model Context Protocol server for Refgrow affiliate program management API
|
B 71 5⁄4 | ||||||||
| 7055 |
Enables Claude Desktop users to generate and edit high-quality images using Goo…
|
B 71 5⁄4 | ||||||||
| 7056 |
Enables AI video and image generation through the Runway API. Supports video ge…
|
B 71 5⁄5 | ||||||||
| 7057 |
An MCP server for real-time analysis of Lovable-generated projects, enabling Cl…
|
B 71 5⁄4 | ||||||||
| 7058 |
Enables interaction with Salesforce organizations through SOQL queries, object …
|
B 71 5⁄4 | ||||||||
| 7059 |
Gives coding agents structured code understanding via tree-sitter with 23 tools…
|
B 71 5⁄4 | ||||||||
| 7060 |
Hypothesis-Driven B2B Positioning Engine - 8 strategic positioning tools
|
B 71 5⁄5 | ||||||||
| 7061 |
An MCP server that integrates with the OpenClaw API to enable AI assistants to …
|
B 71 5⁄5 | ||||||||
| 7062 |
Enables deep ICP analysis with 9 tools for ideal customer profiling, market siz…
|
B 71 5⁄4 | ||||||||
| 7063 |
Provides access to Deutsche Bahn train timetables, station information, and sch…
|
B 71 5⁄5 | ||||||||
| 7064 |
A Model Context Protocol server that provides tools to find regex pattern posit…
|
B 71 5⁄4 | ||||||||
| 7065 |
Provides access to live NHL game data, player and team statistics, standings, s…
|
B 71 5⁄5 | ||||||||
| 7066 |
Provides geolocation services including finding nearby transit stops and retrie…
|
B 71 5⁄5 | ||||||||
| 7067 |
A FastMCP server that provides AI assistants like Claude with seamless access t…
|
B 71 5⁄5 | ||||||||
| 7068 |
Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition…
|
B 71 5⁄5 | ||||||||
| 7069 |
MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosqua…
|
B 71 5⁄5 | ||||||||
| 7070 |
Generates harmonious color schemes for design projects using The Color API, off…
|
B 71 5⁄5 | ||||||||
| 7071 |
A MCP-based intelligent customer service system that provides smart Q\&A, human…
|
B 71 5⁄5 | ||||||||
| 7072 |
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
|
B 71 5⁄4 | ||||||||
| 7073 |
MCP Express Server
Claim
A TypeScript-based MCP server template using Express.js and Server-Sent Events,…
|
B 71 5⁄5 | ||||||||
| 7074 |
pmll-memory-mcp
Claim
PMLL Memory MCP — persistent KV context memory and Q-promise deduplication.
|
B 71 5⁄4 | ||||||||
| 7075 |
Get weather of Japan
|
B 71 5⁄5 | ||||||||
| 7076 |
A comprehensive Model Context Protocol (MCP) server for product inventory manag…
|
B 71 5⁄5 | ||||||||
| 7077 |
Enables AI agents to access real-time Binance cryptocurrency market data includ…
|
B 71 5⁄5 | ||||||||
| 7078 |
An MCP tool that provides AI with the ability to compress and decompress local …
|
B 71 5⁄5 | ||||||||
| 7079 |
MCP server that acts as a proxy to the freely available MLB API, which provides…
|
B 71 5⁄4 | ||||||||
| 7080 |
LSP-MCP Bridge
Claim
Universal MCP bridge to LSP servers. One binary, 6 languages, config-driven.
|
B 71 5⁄4 | ||||||||
| 7081 |
Finds the closest Tailwind CSS palette colors to any given CSS color value. Sup…
|
B 71 5⁄4 | ||||||||
| 7082 |
An MCP server that exposes Makefile targets as callable tools for AI assistants…
|
B 71 5⁄4 | ||||||||
| 7083 |
Enables retrieval of Russian real estate cadastral data including coordinates, …
|
B 71 5⁄5 | ||||||||
| 7084 |
Enables interaction with Helm charts on ArtifactHub by providing tools to retri…
|
B 71 5⁄4 | ||||||||
| 7085 |
codeprism
Claim
An experimental, 100% AI-generated, high-performance code intelligence server p…
|
B 71 5⁄4 | ||||||||
| 7086 |
Allows seamless integration of DeepSeek's language models with MCP-compatible a…
|
B 71 5⁄5 | ||||||||
| 7087 |
Generates daily GitHub work summaries by analyzing commits across all repositor…
|
B 71 5⁄5 | ||||||||
| 7088 |
A Windows-native MCP server that enables users to paste images, Excel tables, r…
|
B 71 5⁄4 | ||||||||
| 7089 |
An MCP server that enables AI agents to interact with the Cyber decentralized k…
|
B 71 5⁄4 | ||||||||
| 7090 |
Enables comprehensive management of Palo Alto Networks firewalls through a modu…
|
B 71 5⁄5 | ||||||||
| 7091 |
A secure, container-based implementation of the Model Context Protocol (MCP) th…
|
B 71 5⁄5 | ||||||||
| 7092 |
A comprehensive MCP server for extracting YouTube video transcripts with suppor…
|
B 71 6⁄4 | ||||||||
| 7093 |
An MCP server for UK National Rail trains service, providing train schedules an…
|
B 71 5⁄5 | ||||||||
| 7094 |
Enables reading, searching, and metadata extraction from PDF files without load…
|
B 71 5⁄4 | ||||||||
| 7095 |
EdgeOne Pages MCP Server
Claim
Enables AI assistants to deploy and manage static websites directly through Edg…
|
B 71 5⁄5 | ||||||||
| 7096 |
An MCP server that provides access to government datasets from Data.gov, enabli…
|
B 71 5⁄5 | ||||||||
| 7097 |
Fetch as Markdown
Claim
Fetches web pages and converts them to clean, readable markdown format by extra…
|
B 71 5⁄5 | ||||||||
| 7098 |
A Model Context Protocol server that connects to a payments company's developer…
|
B 71 5⁄4 | ||||||||
| 7099 |
A read-only MCP server that provides AI assistants with structured access to So…
|
B 71 5⁄5 | ||||||||
| 7100 |
A simple TypeScript-based MCP server that implements a notes system, allowing u…
|
B 71 5⁄5 | ||||||||