MCP Server Quality Scores
Independent quality analysis of 60909 public MCP servers
Last updated 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26951 |
Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
|
C 67 3⁄4 | ||||||||
| 26952 |
alexandria-mcp
Claim
Semantic search over 4.6 million text chunks from 20,000+ classical philosophy …
|
C 67 3⁄4 | ||||||||
| 26953 |
Enables natural language book searches using the Google Books API to retrieve d…
|
C 67 3⁄4 | ||||||||
| 26954 |
Read-only MCP bridge for Xiaohongshu / XHS / RedNote social media insights: sea…
|
C 67 3⁄4 | ||||||||
| 26955 |
Create disposable email inboxes, extract OTP codes in 15 languages, and receive…
|
C 67 3⁄4 | ||||||||
| 26956 |
A Model Context Protocol (MCP) server that interfaces with the Apache YuniKorn …
|
C 67 3⁄4 | ||||||||
| 26957 |
List, share, upload, and manage Slideless HTML presentations from any MCP host.
|
C 67 3⁄4 | ||||||||
| 26958 |
Enables CODESYS development assistance via MCP, including curated guidance, Str…
|
C 67 3⁄4 | ||||||||
| 26959 |
A GitHub template for packaging any Model Context Protocol (MCP) server as an i…
|
C 67 3⁄4 | ||||||||
| 26960 |
soulprint
Claim
Decentralized KYC identity protocol for AI agents. Proves there's a verified hu…
|
C 67 3⁄4 | ||||||||
| 26961 |
Exposes queryable GPU inference benchmark data (quantization, throughput, VRAM,…
|
C 67 3⁄4 | ||||||||
| 26962 |
A multi-task MCP server for AI code optimization and testing that integrates wi…
|
C 67 3⁄4 | ||||||||
| 26963 |
Provides AI assistants with accurate Flyte V2 knowledge, patterns, and plugin i…
|
C 67 3⁄4 | ||||||||
| 26964 |
scraps-kitchen-mcp
Claim
Household-aware kitchen brain for AI agents: manage pantry inventory with fresh…
|
C 67 3⁄4 | ||||||||
| 26965 |
Deep Blue Trading
Claim
5min BTC trading signals for polymarket and other prediction markets
|
C 67 3⁄4 | ||||||||
| 26966 |
A production-ready MCP server that provides AI assistants with comprehensive Gi…
|
C 67 3⁄4 | ||||||||
| 26967 |
Security middleware for MCP servers. Trust-based access control, rate limiting,…
|
C 66 3⁄4 | ||||||||
| 26968 |
A self-hosted Model Context Protocol server for Microsoft To Do. The key proble…
|
C 66 3⁄4 | ||||||||
| 26969 |
Enables users to discover and search for Unstop hackathons through features lik…
|
C 66 3⁄4 | ||||||||
| 26970 |
Enables querying OpenTelemetry logs stored in OpenSearch across development and…
|
C 66 3⁄4 | ||||||||
| 26971 |
An MCP server that automates converting diverse content sources like WeChat art…
|
C 66 3⁄4 | ||||||||
| 26972 |
Enables AI agents to query entities from Arkiv database chains using a SQL-like…
|
C 66 3⁄4 | ||||||||
| 26973 |
Exposes internal employee directories and project management systems to AI mode…
|
C 66 3⁄4 | ||||||||
| 26974 |
MCP server for Threadline — persistent memory and context layer for AI agents. …
|
C 66 3⁄4 | ||||||||
| 26975 |
An MCP server for querying StackAdapt's GraphQL API. Gives AI assistants like C…
|
C 66 3⁄4 | ||||||||
| 26976 |
MCP server for Trello integration, enabling management of workspaces, boards, l…
|
C 66 3⁄4 | ||||||||
| 26977 |
An MCP server for discovering and querying over 300 AI models available on Open…
|
C 66 3⁄4 | ||||||||
| 26978 |
Exposes OpenWebUI's admin REST API as an MCP server, enabling administrative op…
|
C 66 3⁄4 | ||||||||
| 26979 |
Enables AI clients to create multi-field forms, send approval requests via emai…
|
C 66 3⁄4 | ||||||||
| 26980 |
Provides access to the Start.gg GraphQL API for querying tournament information…
|
C 66 3⁄4 | ||||||||
| 26981 |
Enables AI agents to semantically search GitHub repository documentation by aut…
|
C 66 3⁄4 | ||||||||
| 26982 |
VedAstro MCP Server
Claim
World's first Vedic Astrology MCP Server — connect Claude, ChatGPT, Cursor, or …
|
C 66 3⁄4 | ||||||||
| 26983 |
featuriq
Claim
Connect your AI assistant to Featuriq — the product feedback and roadmap tool f…
|
C 66 3⁄4 | ||||||||
| 26984 |
NutriBalance
Claim
Calculate TDEE & macro targets, look up food nutrition data, generate meal plan…
|
C 66 3⁄4 | ||||||||
| 26985 |
DimeVision MCP Server
Claim
Enables AI assistants to analyze weld photos for quality scoring and identify c…
|
C 66 3⁄4 | ||||||||
| 26986 |
An MCP server for supply chain intelligence that enables conversational queryin…
|
C 66 3⁄4 | ||||||||
| 26987 |
Run AI agents in Zulip as @mentionable bots — or wire into any MCP client. Real…
|
C 66 3⁄4 | ||||||||
| 26988 |
An MCP server that enables AI agents to search, pay for, and call paid APIs usi…
|
C 66 3⁄4 | ||||||||
| 26989 |
Browser-backed MCP wrapper for mcp-atlassian with Playwright SSO auth. Enables …
|
C 66 3⁄4 | ||||||||
| 26990 |
Real-time weather, forecasts, astronomy, marine data for 200+ countries
|
C 66 3⁄4 | ||||||||
| 26991 |
Enables AI assistants to analyze Primavera P6 XER files for insights into criti…
|
C 66 3⁄4 | ||||||||
| 26992 |
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
|
C 66 3⁄4 | ||||||||
| 26993 |
MCP server for publishing markdown AI research entries to a Convex database. Su…
|
C 66 3⁄4 | ||||||||
| 26994 |
MCP server for Google Search Console API that enables querying search analytics…
|
C 66 3⁄4 | ||||||||
| 26995 |
An unofficial MCP server providing access to Dutch government open data from da…
|
C 66 3⁄4 | ||||||||
| 26996 |
Futures volatility intelligence MCP server for ES, NQ, and related products. Pr…
|
C 66 3⁄4 | ||||||||
| 26997 |
Salesforce MCP Server
Claim
A FastAPI-based MCP server designed for Salesforce Agentforce Registry integrat…
|
C 66 3⁄4 | ||||||||
| 26998 |
Provides cost intelligence and a reputation scoring system to help AI agents op…
|
C 66 3⁄4 | ||||||||
| 26999 |
An extensible MCP server for database operations that supports PostgreSQL for m…
|
C 66 3⁄4 | ||||||||
| 27000 |
Provides AI editors with access to Deepgram's speech-to-text transcription and …
|
C 66 3⁄4 | ||||||||