MCP Server Quality Scores
Independent quality analysis of 59993 public MCP servers
Last updated 1 hour, 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 951 |
MCP server for Blockscout
|
B 81 6⁄6 | ||||||||
| 952 |
context7-http
Claim
Context7 MCP Server (with HTTP SSE and Streamable)
|
B 81 5⁄4 | ||||||||
| 953 |
Pronunciation scoring, speech-to-text, and text-to-speech for AI agents.
|
B 81 6⁄6 | ||||||||
| 954 |
Enables AI assistants to interact with the Finizi B4B platform through 15 compr…
|
B 81 5⁄5 | ||||||||
| 955 |
An intelligent memory MCP server that provides AI applications with semantic se…
|
B 81 5⁄5 | ||||||||
| 956 |
Provides a comprehensive suite of 76 tools for AWS cloud resource optimization,…
|
B 81 5⁄5 | ||||||||
| 957 |
A lightweight messaging system that enables real-time communication between dif…
|
B 81 5⁄5 | ||||||||
| 958 |
An MCP server for web intelligence extraction that provides 55 tools for extrac…
|
B 81 4⁄4 | ||||||||
| 959 |
Provides tools for analyzing project structures, searching through codebases, m…
|
B 81 5⁄4 | ||||||||
| 960 |
An MCP server for reliable iOS Simulator automation that enables agents to cont…
|
B 81 5⁄5 | ||||||||
| 961 |
AI-powered Excel translation preserving formatting, formulas, and data integrit…
|
B 81 5⁄4 | ||||||||
| 962 |
TypeScript MCP server for AI-powered containerization workflows with Docker and…
|
B 81 5⁄4 | ||||||||
| 963 |
A lightweight and extendable MCP server toolkit that allows developers to build…
|
B 81 5⁄5 | ||||||||
| 964 |
Maltese legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 965 |
A lightweight Model Context Protocol (MCP) orchestrator designed for efficiency…
|
B 81 5⁄4 | ||||||||
| 966 |
moltdj
Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
|
B 81 6⁄6 | ||||||||
| 967 |
Luno MCP Server
Claim
Luno MCP Server
|
B 81 5⁄5 | ||||||||
| 968 |
MCP Greetings Server
Claim
Enables AI assistants to greet users in 7 different languages including English…
|
B 81 5⁄5 | ||||||||
| 969 |
Enables orchestration of multiple Jules AI workers for tasks like code generati…
|
B 81 5⁄5 | ||||||||
| 970 |
An MCP server for managing standalone Cisco C-Series rack servers through the C…
|
B 81 5⁄5 | ||||||||
| 971 |
Analyzes genealogy trees to detect errors, duplicates, and timeline inconsisten…
|
B 81 5⁄4 | ||||||||
| 972 |
AAVE V2/V3 lending & governance MCP — 7 chains via The Graph subgraphs
|
B 81 5⁄4 | ||||||||
| 973 |
Teaching LLMs that Math.random() is so last century
|
B 81 5⁄5 | ||||||||
| 974 |
Codebase observatory with 56+ scanners for git health, architecture, and docume…
|
B 81 5⁄4 | ||||||||
| 975 |
The Model Context Protocol (MCP) is an open-source implementation that bridges …
|
B 81 5⁄4 | ||||||||
| 976 |
Quickly search indexed indie devs blog posts and articles.
It is like chatting…
|
B 81 6⁄6 | ||||||||
| 977 |
MCP Salesforce Lite
Claim
Enables AI assistants to securely interact with Salesforce CRM data through SOQ…
|
B 81 5⁄5 | ||||||||
| 978 |
|
B 81 4⁄4 | ||||||||
| 979 |
Enables AI applications to write and execute natural language queries on organi…
|
B 81 6⁄4 | ||||||||
| 980 |
|
B 81 5⁄4 | ||||||||
| 981 |
An MCP server for natural language inference
|
B 81 5⁄4 | ||||||||
| 982 |
Enables local LLMs in LM Studio to perform web searches through a privacy-focus…
|
B 81 5⁄5 | ||||||||
| 983 |
git-steer
Claim
An autonomous GitHub management engine that enables control over repositories, …
|
B 81 5⁄4 | ||||||||
| 984 |
TypeScript template for building MCP servers with declarative tooling, observab…
|
B 81 5⁄4 | ||||||||
| 985 |
An MCP server for RollDev and Magento 2 development environments that enables L…
|
B 81 5⁄5 | ||||||||
| 986 |
MCP server for querying and validating OpenStreetMap tags
|
B 81 5⁄4 | ||||||||
| 987 |
This is a TypeScript-based MCP server that provides database interaction capabi…
|
B 81 5⁄4 | ||||||||
| 988 |
Provides access to geographical and tourism information about Colombia, includi…
|
B 81 5⁄5 | ||||||||
| 989 |
台灣證交所OpenAPI 的 MCP Server 同時整合部分即時報價和櫃檯買賣中心TPEx OpenAPI, 臺灣期貨交易所TAIFEX OpenAPI
|
B 81 6⁄6 | ||||||||
| 990 |
Enables searching and downloading subtitles from OpenSubtitles.com through thei…
|
B 81 5⁄5 | ||||||||
| 991 |
A server for task orchestration and coordination, facilitating task management …
|
B 81 5⁄4 | ||||||||
| 992 |
A Model Context Protocol server that bridges LLMs (like Claude) with the Fitbit…
|
B 81 5⁄4 | ||||||||
| 993 |
A Model Context Protocol (MCP) server for integrating with the SATIM payment ga…
|
B 81 5⁄5 | ||||||||
| 994 |
7-signal stablecoin risk scoring. 13 tools, 28+ tokens, SAFE/CAUTION/AVOID verd…
|
B 81 6⁄6 | ||||||||
| 995 |
GPU-accelerated graph visualization and analytics server for Large Language Mod…
|
B 81 5⁄5 | ||||||||
| 996 |
Enables browser automation using the Selenium WebDriver through MCP, supporting…
|
B 81 5⁄4 | ||||||||
| 997 |
claude-tools-mcp
Claim
MCP server that exposes Claude Code's file and shell tools (bash, read, write, …
|
B 81 5⁄4 | ||||||||
| 998 |
Enables interaction with multiple Azure DevOps organizations simultaneously, pr…
|
B 81 5⁄5 | ||||||||
| 999 |
A Model Context Protocol server that automatically reads the Claude Desktop con…
|
B 81 5⁄5 | ||||||||
| 1000 |
MCP server for https://oathe.ai security audits. Runtime behavioral analysis an…
|
B 81 5⁄5 | ||||||||