MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 53 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28051 |
Enables natural language book searches using the Google Books API to retrieve d…
|
C 67 3⁄4 | ||||||||
| 28052 |
Provides persistent long-term memory for AI agents through semantic search and …
|
C 67 3⁄4 | ||||||||
| 28053 |
Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
|
C 67 3⁄4 | ||||||||
| 28054 |
A local MCP server for Google Analytics 4 that provides tools for SEO and paid …
|
C 67 3⁄4 | ||||||||
| 28055 |
Read-only MCP bridge for Xiaohongshu / XHS / RedNote social media insights: sea…
|
C 67 3⁄4 | ||||||||
| 28056 |
An MCP server that enables AI assistants to interact with the CleverTap REST AP…
|
C 67 3⁄4 | ||||||||
| 28057 |
Integrates Wolfram Language and Wolfram|Alpha accessing curated data and sophis…
|
C 66 3⁄5 | ||||||||
| 28058 |
Connects Claude to Canvas LMS accounts, enabling natural language queries about…
|
C 66 3⁄4 | ||||||||
| 28059 |
Provides access to the Start.gg GraphQL API for querying tournament information…
|
C 66 3⁄4 | ||||||||
| 28060 |
Enables querying Google Search Console data including rankings, clicks, and imp…
|
C 66 3⁄4 | ||||||||
| 28061 |
Vedaksha
Claim
Vedaksha MCP Server
Astronomical ephemeris and Vedic astrology computation for…
|
C 66 3⁄4 | ||||||||
| 28062 |
Enables users to discover and search for Unstop hackathons through features lik…
|
C 66 3⁄4 | ||||||||
| 28063 |
Enables AI agents to control and monitor Veeam Backup & Replication v13 infrast…
|
C 66 3⁄4 | ||||||||
| 28064 |
NutriBalance
Claim
Calculate TDEE & macro targets, look up food nutrition data, generate meal plan…
|
C 66 3⁄4 | ||||||||
| 28065 |
An MCP server that enables transcribing local audio files and Telegram voice me…
|
C 66 3⁄4 | ||||||||
| 28066 |
An unofficial MCP server providing access to Dutch government open data from da…
|
C 66 3⁄4 | ||||||||
| 28067 |
An MCP server for managing VyOS routers via the HTTPS REST API, enabling config…
|
C 66 3⁄4 | ||||||||
| 28068 |
A minimal MCP server that exposes a single tool to forward JSON reports from Ho…
|
C 66 3⁄4 | ||||||||
| 28069 |
Connects AI assistants to the Hub API, enabling them to manage resources such a…
|
C 66 3⁄4 | ||||||||
| 28070 |
Nexian MCP Hub
Claim
A multi-tenant integration platform that connects MSP systems like HaloPSA, Mic…
|
C 66 3⁄4 | ||||||||
| 28071 |
Gives AI agents phone numbers, email, SMS, and voice calls as MCP tools, enabli…
|
C 66 3⁄4 | ||||||||
| 28072 |
An MCP adapter that maps Coffee Company B2B HTTP APIs to MCP tools, allowing AI…
|
C 66 3⁄4 | ||||||||
| 28073 |
Give your AI coding agent design taste. 104 curated design seeds with colors, f…
|
C 66 3⁄4 | ||||||||
| 28074 |
MCP server for Threadline — persistent memory and context layer for AI agents. …
|
C 66 3⁄4 | ||||||||
| 28075 |
DimeVision MCP Server
Claim
Enables AI assistants to analyze weld photos for quality scoring and identify c…
|
C 66 3⁄4 | ||||||||
| 28076 |
Enables AI agents to query entities from Arkiv database chains using a SQL-like…
|
C 66 3⁄4 | ||||||||
| 28077 |
SOMA
Claim
Agent marketplace with human concierge. Submit service requests
in natural lang…
|
C 66 3⁄4 | ||||||||
| 28078 |
featuriq
Claim
Connect your AI assistant to Featuriq — the product feedback and roadmap tool f…
|
C 66 3⁄4 | ||||||||
| 28079 |
MCP server for Trello integration, enabling management of workspaces, boards, l…
|
C 66 3⁄4 | ||||||||
| 28080 |
Security middleware for MCP servers. Trust-based access control, rate limiting,…
|
C 66 3⁄4 | ||||||||
| 28081 |
Persistent knowledge memory layer for AI agents. Rust, Postgres + pgvector, MCP…
|
C 66 3⁄4 | ||||||||
| 28082 |
database-universal-mcp
Claim
database-universal-mcp MCP server by MEOK AI Labs
|
C 66 3⁄4 | ||||||||
| 28083 |
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
|
C 66 3⁄4 | ||||||||
| 28084 |
Provides access to The Movie Database (TMDB) API, enabling users to search and …
|
C 66 3⁄4 | ||||||||
| 28085 |
An MCP server for supply chain intelligence that enables conversational queryin…
|
C 66 3⁄4 | ||||||||
| 28086 |
An MCP server that enables AI agents to search, pay for, and call paid APIs usi…
|
C 66 3⁄4 | ||||||||
| 28087 |
Read-only triage for n8n, MCP, webhook, and AI agent workflow production failur…
|
C 66 2⁄5 | ||||||||
| 28088 |
An MCP server for querying StackAdapt's GraphQL API. Gives AI assistants like C…
|
C 66 3⁄4 | ||||||||
| 28089 |
Provides AI editors with access to Deepgram's speech-to-text transcription and …
|
C 66 3⁄4 | ||||||||
| 28090 |
An extensible MCP server for database operations that supports PostgreSQL for m…
|
C 66 3⁄4 | ||||||||
| 28091 |
highgo-mcp
Claim
Enables AI agents to connect, query, and analyze Highgo Database using SQL exec…
|
C 66 3⁄4 | ||||||||
| 28092 |
An MCP server that enables AI assistants to interact with SAP systems via the A…
|
C 66 3⁄4 | ||||||||
| 28093 |
An MCP server that exposes the full API of the Komodo infrastructure management…
|
C 66 3⁄4 | ||||||||
| 28094 |
Exposes OpenWebUI's admin REST API as an MCP server, enabling administrative op…
|
C 66 3⁄4 | ||||||||
| 28095 |
mcp-server
Claim
PulseChain on-chain analytics: token safety scores (0-100), honeypot detection,…
|
C 66 3⁄4 | ||||||||
| 28096 |
Enables querying OpenTelemetry logs stored in OpenSearch across development and…
|
C 66 3⁄4 | ||||||||
| 28097 |
An MCP server for Productive.io that enables users to log time, inspect project…
|
C 66 3⁄4 | ||||||||
| 28098 |
Salesforce MCP Server
Claim
Enables Salesforce lead and permission set management through natural language.…
|
C 66 3⁄4 | ||||||||
| 28099 |
MCP server providing access to over 70 Brazilian public data sources across 15 …
|
C 66 3⁄4 | ||||||||
| 28100 |
MCP server for gdpr compliance ai. Features classify processing, lawful basis a…
|
C 66 3⁄4 | ||||||||