MCP Server Quality Scores
Independent quality analysis of 64872 public MCP servers
Last updated 3 hours, 25 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27401 |
MCP server for scanning machine learning model artifacts for unsafe serializati…
|
C 67 3⁄4 | ||||||||
| 27402 |
Integrates Google's Gemini AI models into Claude Code and other MCP clients to …
|
C 67 3⁄4 | ||||||||
| 27403 |
Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
|
C 67 3⁄4 | ||||||||
| 27404 |
Tracks daily calorie intake with accurate BMR/TDEE calculations, food logging, …
|
C 67 3⁄4 | ||||||||
| 27405 |
A multi-task MCP server for AI code optimization and testing that integrates wi…
|
C 67 3⁄4 | ||||||||
| 27406 |
Describe your AI use case in plain English, get ranked model recommendations wi…
|
C 67 3⁄4 | ||||||||
| 27407 |
A self-hosted Model Context Protocol server for Microsoft To Do. The key proble…
|
C 66 3⁄4 | ||||||||
| 27408 |
Security middleware for MCP servers. Trust-based access control, rate limiting,…
|
C 66 3⁄4 | ||||||||
| 27409 |
AgentShare Price API
Claim
AgentShare delivers structured product search and pricing signals for AI agents…
|
C 66 3⁄4 | ||||||||
| 27410 |
Enables MCP clients to connect to LLM/API services using the Model Context Prot…
|
C 66 3⁄4 | ||||||||
| 27411 |
Geneva MCP brings production-grade forecasting directly into AI assistants and …
|
C 66 3⁄4 | ||||||||
| 27412 |
An MCP server that automates converting diverse content sources like WeChat art…
|
C 66 3⁄4 | ||||||||
| 27413 |
highgo-mcp
Claim
Enables AI agents to connect, query, and analyze Highgo Database using SQL exec…
|
C 66 3⁄4 | ||||||||
| 27414 |
mcp-server
Claim
PulseChain on-chain analytics: token safety scores (0-100), honeypot detection,…
|
C 66 3⁄4 | ||||||||
| 27415 |
MCP server for publishing markdown AI research entries to a Convex database. Su…
|
C 66 3⁄4 | ||||||||
| 27416 |
Run AI agents in Zulip as @mentionable bots — or wire into any MCP client. Real…
|
C 66 3⁄4 | ||||||||
| 27417 |
AI-powered BESS quoting & energy sales intelligence for Claude and any MCP clie…
|
C 66 3⁄4 | ||||||||
| 27418 |
Connect any AI agent to M3X — the private pool matching protocol for agent-to-a…
|
C 66 3⁄4 | ||||||||
| 27419 |
Notion Query MCP Server
Claim
Provides structured, SQL-style query access to Notion databases, allowing Claud…
|
C 66 3⁄4 | ||||||||
| 27420 |
database-universal-mcp
Claim
database-universal-mcp MCP server by MEOK AI Labs
|
C 66 3⁄4 | ||||||||
| 27421 |
An MCP server for Productive.io that enables users to log time, inspect project…
|
C 66 3⁄4 | ||||||||
| 27422 |
Salesforce MCP Server
Claim
A FastAPI-based MCP server designed for Salesforce Agentforce Registry integrat…
|
C 66 3⁄4 | ||||||||
| 27423 |
An MCP server that enables AI assistants to interact with SAP systems via the A…
|
C 66 3⁄4 | ||||||||
| 27424 |
MCP server for Trello integration, enabling management of workspaces, boards, l…
|
C 66 3⁄4 | ||||||||
| 27425 |
Give your AI coding agent design taste. 104 curated design seeds with colors, f…
|
C 66 3⁄4 | ||||||||
| 27426 |
SOMA
Claim
Agent marketplace with human concierge. Submit service requests
in natural lang…
|
C 66 3⁄4 | ||||||||
| 27427 |
VedAstro MCP Server
Claim
World's first Vedic Astrology MCP Server — connect Claude, ChatGPT, Cursor, or …
|
C 66 3⁄4 | ||||||||
| 27428 |
Enables querying OpenTelemetry logs stored in OpenSearch across development and…
|
C 66 3⁄4 | ||||||||
| 27429 |
MCP server for Google Search Console API that enables querying search analytics…
|
C 66 3⁄4 | ||||||||
| 27430 |
Enables querying Google Search Console data including rankings, clicks, and imp…
|
C 66 3⁄4 | ||||||||
| 27431 |
Gives AI agents phone numbers, email, SMS, and voice calls as MCP tools, enabli…
|
C 66 3⁄4 | ||||||||
| 27432 |
Provides access to The Movie Database (TMDB) API, enabling users to search and …
|
C 66 3⁄4 | ||||||||
| 27433 |
Connects Claude to Canvas LMS accounts, enabling natural language queries about…
|
C 66 3⁄4 | ||||||||
| 27434 |
Salesforce MCP Server
Claim
Enables Salesforce lead and permission set management through natural language.…
|
C 66 3⁄4 | ||||||||
| 27435 |
MCP server for D2L Brightspace. Multi-auth, 26+ tools, MCP Resources, Prompts, …
|
C 66 3⁄4 | ||||||||
| 27436 |
Enables AI agents to semantically search GitHub repository documentation by aut…
|
C 66 3⁄4 | ||||||||
| 27437 |
Enables AI agents to query entities from Arkiv database chains using a SQL-like…
|
C 66 3⁄4 | ||||||||
| 27438 |
MCP server for QuickBooks Online providing read-only access to customers, vendo…
|
C 66 3⁄4 | ||||||||
| 27439 |
An MCP server that enables transcribing local audio files and Telegram voice me…
|
C 66 3⁄4 | ||||||||
| 27440 |
NutriBalance
Claim
Calculate TDEE & macro targets, look up food nutrition data, generate meal plan…
|
C 66 3⁄4 | ||||||||
| 27441 |
Provides access to the Start.gg GraphQL API for querying tournament information…
|
C 66 3⁄4 | ||||||||
| 27442 |
Vedaksha
Claim
Vedaksha MCP Server
Astronomical ephemeris and Vedic astrology computation for…
|
C 66 3⁄4 | ||||||||
| 27443 |
An MCP server for querying StackAdapt's GraphQL API. Gives AI assistants like C…
|
C 66 3⁄4 | ||||||||
| 27444 |
Enables AI assistants to analyze Primavera P6 XER files for insights into criti…
|
C 66 3⁄4 | ||||||||
| 27445 |
Provides cost intelligence and a reputation scoring system to help AI agents op…
|
C 66 3⁄4 | ||||||||
| 27446 |
Persistent knowledge memory layer for AI agents. Rust, Postgres + pgvector, MCP…
|
C 66 3⁄4 | ||||||||
| 27447 |
Provides AI editors with access to Deepgram's speech-to-text transcription and …
|
C 66 3⁄4 | ||||||||
| 27448 |
Enables AI clients to create multi-field forms, send approval requests via emai…
|
C 66 3⁄4 | ||||||||
| 27449 |
Provides a comprehensive financial analysis toolkit for AI assistants, featurin…
|
C 66 3⁄4 | ||||||||
| 27450 |
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
|
C 66 3⁄4 | ||||||||