MCP Server Quality Scores
Independent quality analysis of 60909 public MCP servers
Last updated 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26901 |
Provides access to over 140 articles from the AntiEntropy Resource Portal cover…
|
C 67 3⁄4 | ||||||||
| 26902 |
MCP server that provides access to Hong Kong government city data, including am…
|
C 67 3⁄4 | ||||||||
| 26903 |
Tracks daily calorie intake with accurate BMR/TDEE calculations, food logging, …
|
C 67 3⁄4 | ||||||||
| 26904 |
Instagram influencer search API for AI agents — search by niche, country, demog…
|
C 67 3⁄4 | ||||||||
| 26905 |
Enables AI agents to manage GitHub repositories, branches, issues, pull request…
|
C 67 3⁄4 | ||||||||
| 26906 |
MCP server for BubblyPhone that lets AI assistants make real phone calls, manag…
|
C 67 3⁄4 | ||||||||
| 26907 |
Taskschmiede
Claim
Taskschmiede is an agent-first work management system where humans and AI agent…
|
C 67 3⁄4 | ||||||||
| 26908 |
An MCP server that enables AI assistants to interact with the CleverTap REST AP…
|
C 67 3⁄4 | ||||||||
| 26909 |
Gives AI agents direct access to your Arcate product discovery workspace to rea…
|
C 67 3⁄4 | ||||||||
| 26910 |
AI-powered deep research agent with multi-source search (DuckDuckGo, Google New…
|
C 67 3⁄4 | ||||||||
| 26911 |
Search comparable property sales across 16 global markets with 43M+ government-…
|
C 67 3⁄4 | ||||||||
| 26912 |
This MCP server enables interaction with the Polytomic API to manage data conne…
|
C 67 3⁄4 | ||||||||
| 26913 |
Shared MCP Gateway
Claim
Aggregates multiple shared MCP servers into a single HTTP gateway, providing a …
|
C 67 3⁄4 | ||||||||
| 26914 |
MCP server for scanning machine learning model artifacts for unsafe serializati…
|
C 67 3⁄4 | ||||||||
| 26915 |
An MCP server providing 1,112 tools for the GitHub REST API across all 44 API c…
|
C 67 3⁄4 | ||||||||
| 26916 |
soulprint
Claim
Decentralized KYC identity protocol for AI agents. Proves there's a verified hu…
|
C 67 3⁄4 | ||||||||
| 26917 |
Provides AI assistants with accurate Flyte V2 knowledge, patterns, and plugin i…
|
C 67 3⁄4 | ||||||||
| 26918 |
An MCP server that provides AI image generation and editing capabilities using …
|
C 67 3⁄4 | ||||||||
| 26919 |
A local MCP server for Google Analytics 4 that provides tools for SEO and paid …
|
C 67 3⁄4 | ||||||||
| 26920 |
Enables automatic generation of UML class diagrams and entity-relationship diag…
|
C 67 3⁄4 | ||||||||
| 26921 |
AI-powered spec generation and review using multi-repo code graph intelligence …
|
C 67 3⁄4 | ||||||||
| 26922 |
Read-only MCP bridge for Xiaohongshu / XHS / RedNote social media insights: sea…
|
C 67 3⁄4 | ||||||||
| 26923 |
Provides secure, read-only PostgreSQL database access via MCP tools like query_…
|
C 67 3⁄4 | ||||||||
| 26924 |
Devcon MCP Workshop 2026
Claim
MCP server integrating Autodesk Platform Services, exposing tools for LLM clien…
|
C 67 3⁄4 | ||||||||
| 26925 |
A multi-task MCP server for AI code optimization and testing that integrates wi…
|
C 67 3⁄4 | ||||||||
| 26926 |
Official ElevenLabs MCP server for text-to-speech, voice cloning, audio transcr…
|
C 67 3⁄4 | ||||||||
| 26927 |
A Model Context Protocol (MCP) server that interfaces with the Apache YuniKorn …
|
C 67 3⁄4 | ||||||||
| 26928 |
Enables AI agents to pause execution at critical decision points and request hu…
|
C 67 3⁄4 | ||||||||
| 26929 |
Enables AI agents to administer MetaMCP instances by managing servers, namespac…
|
C 67 3⁄4 | ||||||||
| 26930 |
Compare AI inference pricing across 9 providers in real time. Routing recommend…
|
C 67 3⁄4 | ||||||||
| 26931 |
A command-line interface application for interactive chat with AI models via th…
|
C 67 3⁄4 | ||||||||
| 26932 |
MailSink is an MCP server for temporary, TTL-based email inboxes.
|
C 67 3⁄4 | ||||||||
| 26933 |
A production-ready MCP server scaffold that features built-in authentication, D…
|
C 67 3⁄4 | ||||||||
| 26934 |
Describe your AI use case in plain English, get ranked model recommendations wi…
|
C 67 3⁄4 | ||||||||
| 26935 |
An MCP server that provides a reasoning sidekick for tool-using agents with a s…
|
C 67 3⁄4 | ||||||||
| 26936 |
Provides persistent long-term memory for AI agents through semantic search and …
|
C 67 3⁄4 | ||||||||
| 26937 |
React MCP SPA
Claim
A React single-page application served as an MCP server that renders different …
|
C 67 3⁄4 | ||||||||
| 26938 |
A pluggable and observable Retrieval-Augmented Generation framework that expose…
|
C 67 3⁄4 | ||||||||
| 26939 |
Enables CODESYS development assistance via MCP, including curated guidance, Str…
|
C 67 3⁄4 | ||||||||
| 26940 |
Open-source MCP server for managing Hetzner Cloud infrastructure with two manag…
|
C 67 3⁄4 | ||||||||
| 26941 |
A production-ready MCP server that provides AI assistants with comprehensive Gi…
|
C 67 3⁄4 | ||||||||
| 26942 |
alexandria-mcp
Claim
Semantic search over 4.6 million text chunks from 20,000+ classical philosophy …
|
C 67 3⁄4 | ||||||||
| 26943 |
scraps-kitchen-mcp
Claim
Household-aware kitchen brain for AI agents: manage pantry inventory with fresh…
|
C 67 3⁄4 | ||||||||
| 26944 |
Create disposable email inboxes, extract OTP codes in 15 languages, and receive…
|
C 67 3⁄4 | ||||||||
| 26945 |
Enables AI assistants to access and update personalized context data, creating …
|
C 67 3⁄4 | ||||||||
| 26946 |
MCP server for TestRail that enables AI assistants to interact with TestRail's …
|
C 67 3⁄4 | ||||||||
| 26947 |
Enables AI assistants to perform vulnerability scanning on Docker/OCI images, c…
|
C 67 3⁄4 | ||||||||
| 26948 |
Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
|
C 67 3⁄4 | ||||||||
| 26949 |
mcp-meetsync
Claim
Integrates the MeetSync calendar negotiation API to enable AI agents to autonom…
|
C 67 3⁄4 | ||||||||
| 26950 |
A GitHub template for packaging any Model Context Protocol (MCP) server as an i…
|
C 67 3⁄4 | ||||||||