MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27901 |
Enables natural language book searches using the Google Books API to retrieve d…
|
C 67 3⁄4 | ||||||||
| 27902 |
Open-source MCP server for managing Hetzner Cloud infrastructure with two manag…
|
C 67 3⁄4 | ||||||||
| 27903 |
A multi-task MCP server for AI code optimization and testing that integrates wi…
|
C 67 3⁄4 | ||||||||
| 27904 |
MCP server for Fuse Network: balances, tokens, staking, DeFi data, swaps and on…
|
C 67 2⁄5 | ||||||||
| 27905 |
A production-ready MCP server scaffold that features built-in authentication, D…
|
C 67 3⁄4 | ||||||||
| 27906 |
Provides a comprehensive financial analysis toolkit for AI assistants, featurin…
|
C 66 3⁄4 | ||||||||
| 27907 |
MCP server for Google Search Console API that enables querying search analytics…
|
C 66 3⁄4 | ||||||||
| 27908 |
FR/EN tools for French rental, frontalier & home-employment (CCN 3239) — source…
|
C 66 2⁄5 | ||||||||
| 27909 |
MCP server for QuickBooks Online providing read-only access to customers, vendo…
|
C 66 3⁄4 | ||||||||
| 27910 |
An MCP adapter that maps Coffee Company B2B HTTP APIs to MCP tools, allowing AI…
|
C 66 3⁄4 | ||||||||
| 27911 |
Enables users to discover and search for Unstop hackathons through features lik…
|
C 66 3⁄4 | ||||||||
| 27912 |
An MCP server for supply chain intelligence that enables conversational queryin…
|
C 66 3⁄4 | ||||||||
| 27913 |
A minimal MCP server that exposes a single tool to forward JSON reports from Ho…
|
C 66 3⁄4 | ||||||||
| 27914 |
highgo-mcp
Claim
Enables AI agents to connect, query, and analyze Highgo Database using SQL exec…
|
C 66 3⁄4 | ||||||||
| 27915 |
MCP server for gdpr compliance ai. Features classify processing, lawful basis a…
|
C 66 3⁄4 | ||||||||
| 27916 |
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
|
C 66 3⁄4 | ||||||||
| 27917 |
Persistent knowledge memory layer for AI agents. Rust, Postgres + pgvector, MCP…
|
C 66 3⁄4 | ||||||||
| 27918 |
Enables AI agents to control and monitor Veeam Backup & Replication v13 infrast…
|
C 66 3⁄4 | ||||||||
| 27919 |
An MCP server for Pronote that enables users to access French school data like …
|
C 66 3⁄4 | ||||||||
| 27920 |
Provides access to the Start.gg GraphQL API for querying tournament information…
|
C 66 3⁄4 | ||||||||
| 27921 |
An MCP server for querying StackAdapt's GraphQL API. Gives AI assistants like C…
|
C 66 3⁄4 | ||||||||
| 27922 |
Connect any AI agent to M3X — the private pool matching protocol for agent-to-a…
|
C 66 3⁄4 | ||||||||
| 27923 |
Enables AI agents to semantically search GitHub repository documentation by aut…
|
C 66 3⁄4 | ||||||||
| 27924 |
Nexian MCP Hub
Claim
A multi-tenant integration platform that connects MSP systems like HaloPSA, Mic…
|
C 66 3⁄4 | ||||||||
| 27925 |
Futures volatility intelligence MCP server for ES, NQ, and related products. Pr…
|
C 66 3⁄4 | ||||||||
| 27926 |
Read-only triage for n8n, MCP, webhook, and AI agent workflow production failur…
|
C 66 2⁄5 | ||||||||
| 27927 |
Provides cost intelligence and a reputation scoring system to help AI agents op…
|
C 66 3⁄4 | ||||||||
| 27928 |
AstraNL
Claim
Signed physical-reality checks for agents + cross-company coordination. No cust…
|
C 66 3⁄4 | ||||||||
| 27929 |
Enables AI clients to create multi-field forms, send approval requests via emai…
|
C 66 3⁄4 | ||||||||
| 27930 |
Enables querying Google Search Console data including rankings, clicks, and imp…
|
C 66 3⁄4 | ||||||||
| 27931 |
Exposes internal employee directories and project management systems to AI mode…
|
C 66 3⁄4 | ||||||||
| 27932 |
Python MCP adapter connecting Claude/Cursor/Cline to the OpenAaaS scientific ag…
|
C 66 3⁄4 | ||||||||
| 27933 |
AI-powered BESS quoting & energy sales intelligence for Claude and any MCP clie…
|
C 66 3⁄4 | ||||||||
| 27934 |
MCP server for publishing markdown AI research entries to a Convex database. Su…
|
C 66 3⁄4 | ||||||||
| 27935 |
Enables AI agents to manage SharePoint Online resources including lists, librar…
|
C 66 3⁄4 | ||||||||
| 27936 |
DimeVision MCP Server
Claim
Enables AI assistants to analyze weld photos for quality scoring and identify c…
|
C 66 3⁄4 | ||||||||
| 27937 |
MCP server for Threadline — persistent memory and context layer for AI agents. …
|
C 66 3⁄4 | ||||||||
| 27938 |
Run AI agents in Zulip as @mentionable bots — or wire into any MCP client. Real…
|
C 66 3⁄4 | ||||||||
| 27939 |
Enables MCP clients to connect to LLM/API services using the Model Context Prot…
|
C 66 3⁄4 | ||||||||
| 27940 |
Global postal code lookups, validation, and city search for 240+ countries with…
|
C 66 3⁄4 | ||||||||
| 27941 |
An MCP server for Productive.io that enables users to log time, inspect project…
|
C 66 3⁄4 | ||||||||
| 27942 |
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
|
C 66 3⁄4 | ||||||||
| 27943 |
database-universal-mcp
Claim
database-universal-mcp MCP server by MEOK AI Labs
|
C 66 3⁄4 | ||||||||
| 27944 |
Notion Query MCP Server
Claim
Provides structured, SQL-style query access to Notion databases, allowing Claud…
|
C 66 3⁄4 | ||||||||
| 27945 |
Connects Claude to Canvas LMS accounts, enabling natural language queries about…
|
C 66 3⁄4 | ||||||||
| 27946 |
Real-time weather, forecasts, astronomy, marine data for 200+ countries
|
C 66 3⁄4 | ||||||||
| 27947 |
Provides access to The Movie Database (TMDB) API, enabling users to search and …
|
C 66 3⁄4 | ||||||||
| 27948 |
An MCP server that automates converting diverse content sources like WeChat art…
|
C 66 3⁄4 | ||||||||
| 27949 |
An MCP server that enables AI agents to search, pay for, and call paid APIs usi…
|
C 66 3⁄4 | ||||||||
| 27950 |
An extensible MCP server for database operations that supports PostgreSQL for m…
|
C 66 3⁄4 | ||||||||