MCP Server Quality Scores
Independent quality analysis of 66402 public MCP servers
Last updated 56 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 951 |
Enables secure local filesystem operations and interactive terminal sessions fo…
|
B 81 5⁄4 | ||||||||
| 952 |
Create AI surveys with dynamic follow-up probing directly from your AI assistan…
|
B 81 6⁄6 | ||||||||
| 953 |
Enables management and invocation of AWS Bedrock managed prompts with support f…
|
B 81 5⁄5 | ||||||||
| 954 |
|
B 81 5⁄4 | ||||||||
| 955 |
Enables AI agents to control SO-ARM100 and LeKiwi robots using natural language…
|
B 81 4⁄4 | ||||||||
| 956 |
micro-data-api-factory
Claim
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wall…
|
B 81 6⁄6 | ||||||||
| 957 |
Enables AI assistants to capture screenshots from the OCP CAD Viewer, allowing …
|
B 81 5⁄4 | ||||||||
| 958 |
Orchestrates parallel Claude Code worker swarms with protocol-based behavioral …
|
B 81 5⁄5 | ||||||||
| 959 |
Enables AI agents to control virtual computers through Orgo, supporting compute…
|
B 81 6⁄6 | ||||||||
| 960 |
An MCP server for reliable iOS Simulator automation that enables agents to cont…
|
B 81 5⁄5 | ||||||||
| 961 |
A dynamic Azure DevOps MCP server that automatically switches authentication co…
|
B 81 5⁄5 | ||||||||
| 962 |
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
|
B 81 5⁄5 | ||||||||
| 963 |
|
B 81 5⁄4 | ||||||||
| 964 |
A server that enables AI assistants to access Polarsteps travel data, allowing …
|
B 81 5⁄4 | ||||||||
| 965 |
Nigeria legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 966 |
Enables AI-powered Zig programming assistance through code generation, debuggin…
|
B 81 5⁄4 | ||||||||
| 967 |
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
|
B 81 5⁄5 | ||||||||
| 968 |
A scientific reasoning framework that leverages graph structures and the Model …
|
B 81 5⁄5 | ||||||||
| 969 |
minecraft-mcp-server
Claim
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecr…
|
B 81 5⁄4 | ||||||||
| 970 |
Ragora
Claim
Search your knowledge bases from any AI assistant using hybrid RAG.
|
B 81 6⁄6 | ||||||||
| 971 |
Connects AI assistants to a self-hosted Your Spotify instance and Spotify's Web…
|
B 81 5⁄5 | ||||||||
| 972 |
Real-time world news for AI agents — events clustered from hundreds of sources,…
|
B 81 5⁄4 | ||||||||
| 973 |
A specialized Model Context Protocol server that enables AI systems to generate…
|
B 81 5⁄5 | ||||||||
| 974 |
doordash-mcp
Claim
Enables AI agents to search restaurants, browse menus, manage carts, and place …
|
B 81 4⁄4 | ||||||||
| 975 |
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
|
B 81 5⁄5 | ||||||||
| 976 |
MCP Greetings Server
Claim
Enables AI assistants to greet users in 7 different languages including English…
|
B 81 5⁄5 | ||||||||
| 977 |
financial-data
Claim
Stock prices, financials, insider trades, institutional holdings for 141K+ comp…
|
B 81 5⁄4 | ||||||||
| 978 |
MCP Salesforce Lite
Claim
Enables AI assistants to securely interact with Salesforce CRM data through SOQ…
|
B 81 5⁄5 | ||||||||
| 979 |
Provides intelligent context management for AI development sessions, allowing u…
|
B 81 5⁄4 | ||||||||
| 980 |
Provides MCP-compatible access to Holaspirit's API, allowing AI assistants to i…
|
B 81 5⁄5 | ||||||||
| 981 |
Greek legislation via MCP — full-text search across statutes and provisions
|
B 81 5⁄4 | ||||||||
| 982 |
This is a TypeScript-based MCP server that provides database interaction capabi…
|
B 81 5⁄4 | ||||||||
| 983 |
A lightweight and extendable MCP server toolkit that allows developers to build…
|
B 81 5⁄5 | ||||||||
| 984 |
Integrate AI assistants with Overseerr and the Seerr (the unified successor) fo…
|
B 81 5⁄5 | ||||||||
| 985 |
Enables the generation and iterative refinement of React UI components from nat…
|
B 81 5⁄5 | ||||||||
| 986 |
MCP server for browsing, searching, exporting, and backing up your Cursor AI ch…
|
B 81 5⁄5 | ||||||||
| 987 |
|
B 81 6⁄4 | ||||||||
| 988 |
Enables browser automation using the Selenium WebDriver through MCP, supporting…
|
B 81 5⁄4 | ||||||||
| 989 |
Interact with the Beans CLI issue tracker agentically
|
B 81 5⁄4 | ||||||||
| 990 |
Luno MCP Server
Claim
Luno MCP Server
|
B 81 5⁄5 | ||||||||
| 991 |
Create, read, validate, and save Stella system dynamics models (.stmx files in …
|
B 81 5⁄4 | ||||||||
| 992 |
A server implementing Anthropic's Model Context Protocol (MCP) for Firebird SQL…
|
B 81 5⁄5 | ||||||||
| 993 |
A Node.js MCP server that enables human-in-the-loop workflow for AI development…
|
B 81 5⁄4 | ||||||||
| 994 |
Quickly search indexed indie devs blog posts and articles.
It is like chatting…
|
B 81 6⁄6 | ||||||||
| 995 |
Enables local network discovery and security scanning to identify connected dev…
|
B 81 5⁄5 | ||||||||
| 996 |
Enables AI assistants to access and search Google Contacts through per-user OAu…
|
B 81 5⁄5 | ||||||||
| 997 |
A lightweight messaging system that enables real-time communication between dif…
|
B 81 5⁄5 | ||||||||
| 998 |
A Model Context Protocol server that integrates with AivisSpeech to enable AI a…
|
B 81 5⁄5 | ||||||||
| 999 |
Enables AI assistants to interact with Picnic online supermarket for grocery sh…
|
B 81 5⁄5 | ||||||||
| 1000 |
Pronunciation scoring, speech-to-text, and text-to-speech for AI agents.
|
B 81 6⁄6 | ||||||||