MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26851 |
Soulseek MCP
Claim
Enables interaction with the Soulseek peer-to-peer file sharing network for sea…
|
C 67 3⁄4 | ||||||||
| 26852 |
MCP server for SendaMeal.com enabling AI assistants to search gift meal product…
|
C 67 3⁄4 | ||||||||
| 26853 |
Official ElevenLabs MCP server for text-to-speech, voice cloning, audio transcr…
|
C 67 3⁄4 | ||||||||
| 26854 |
Search comparable property sales across 16 global markets with 43M+ government-…
|
C 67 3⁄4 | ||||||||
| 26855 |
Kronvex
Claim
Persistent memory API for AI agents — store, recall, and inject semantically-se…
|
C 67 3⁄4 | ||||||||
| 26856 |
mcp-meetsync
Claim
Integrates the MeetSync calendar negotiation API to enable AI agents to autonom…
|
C 67 3⁄4 | ||||||||
| 26857 |
Provides AI assistants with accurate Flyte V2 knowledge, patterns, and plugin i…
|
C 67 3⁄4 | ||||||||
| 26858 |
Provides secure, read-only PostgreSQL database access via MCP tools like query_…
|
C 67 3⁄4 | ||||||||
| 26859 |
Enables AI agents to administer MetaMCP instances by managing servers, namespac…
|
C 67 3⁄4 | ||||||||
| 26860 |
A GitHub template designed to package Model Context Protocol (MCP) servers as i…
|
C 67 3⁄4 | ||||||||
| 26861 |
An MCP server that enables AI assistants to interact with the CleverTap REST AP…
|
C 67 3⁄4 | ||||||||
| 26862 |
Enables AI agents to manage GitHub repositories, branches, issues, pull request…
|
C 67 3⁄4 | ||||||||
| 26863 |
MCP server for BubblyPhone that lets AI assistants make real phone calls, manag…
|
C 67 3⁄4 | ||||||||
| 26864 |
This MCP server enables interaction with the Polytomic API to manage data conne…
|
C 67 3⁄4 | ||||||||
| 26865 |
Integrates Google's Gemini AI models into Claude Code and other MCP clients to …
|
C 67 3⁄4 | ||||||||
| 26866 |
Enables natural language book searches using the Google Books API to retrieve d…
|
C 67 3⁄4 | ||||||||
| 26867 |
soulprint
Claim
Decentralized KYC identity protocol for AI agents. Proves there's a verified hu…
|
C 67 3⁄4 | ||||||||
| 26868 |
A local skill assistant based on the Model Context Protocol that integrates wit…
|
C 67 3⁄4 | ||||||||
| 26869 |
Connects AI assistants to over 30 business tools like Gmail, Slack, and Airtabl…
|
C 67 3⁄4 | ||||||||
| 26870 |
MCP server that provides access to Hong Kong government city data, including am…
|
C 67 3⁄4 | ||||||||
| 26871 |
Echo MCP
Claim
A lightweight server that enables AI agents to emit and validate structured mes…
|
C 67 3⁄4 | ||||||||
| 26872 |
Read-only MCP bridge for Xiaohongshu / XHS / RedNote social media insights: sea…
|
C 67 3⁄4 | ||||||||
| 26873 |
Persistent knowledge memory layer for AI agents. Rust, Postgres + pgvector, MCP…
|
C 66 3⁄4 | ||||||||
| 26874 |
DimeVision MCP Server
Claim
Enables AI assistants to analyze weld photos for quality scoring and identify c…
|
C 66 3⁄4 | ||||||||
| 26875 |
AgentShare Price API
Claim
AgentShare delivers structured product search and pricing signals for AI agents…
|
C 66 3⁄4 | ||||||||
| 26876 |
Enables MCP clients to connect to LLM/API services using the Model Context Prot…
|
C 66 3⁄4 | ||||||||
| 26877 |
An MCP server for Pronote that enables users to access French school data like …
|
C 66 3⁄4 | ||||||||
| 26878 |
Futures volatility intelligence MCP server for ES, NQ, and related products. Pr…
|
C 66 3⁄4 | ||||||||
| 26879 |
Provides access to the Start.gg GraphQL API for querying tournament information…
|
C 66 3⁄4 | ||||||||
| 26880 |
highgo-mcp
Claim
Enables AI agents to connect, query, and analyze Highgo Database using SQL exec…
|
C 66 3⁄4 | ||||||||
| 26881 |
Geneva MCP brings production-grade forecasting directly into AI assistants and …
|
C 66 3⁄4 | ||||||||
| 26882 |
VedAstro MCP Server
Claim
World's first Vedic Astrology MCP Server — connect Claude, ChatGPT, Cursor, or …
|
C 66 3⁄4 | ||||||||
| 26883 |
Salesforce MCP Server
Claim
A FastAPI-based server that enables interaction with Salesforce through the Mod…
|
C 66 3⁄4 | ||||||||
| 26884 |
SOMA
Claim
Agent marketplace with human concierge. Submit service requests
in natural lang…
|
C 66 3⁄4 | ||||||||
| 26885 |
MCP server for QuickBooks Online providing read-only access to customers, vendo…
|
C 66 3⁄4 | ||||||||
| 26886 |
Enables users to discover and search for Unstop hackathons through features lik…
|
C 66 3⁄4 | ||||||||
| 26887 |
An MCP server for LinkedIn REST API v2 that enables AI assistants to create, li…
|
C 66 3⁄4 | ||||||||
| 26888 |
MCP server for publishing markdown AI research entries to a Convex database. Su…
|
C 66 3⁄4 | ||||||||
| 26889 |
An MCP server for querying StackAdapt's GraphQL API. Gives AI assistants like C…
|
C 66 3⁄4 | ||||||||
| 26890 |
Connect any AI agent to M3X — the private pool matching protocol for agent-to-a…
|
C 66 3⁄4 | ||||||||
| 26891 |
Nobel Prize MCP Server
Claim
Server that gives AI assistants structured access to the Nobel Prize API v2.1. …
|
C 66 3⁄4 | ||||||||
| 26892 |
An MCP adapter that maps Coffee Company B2B HTTP APIs to MCP tools, allowing AI…
|
C 66 3⁄4 | ||||||||
| 26893 |
An MCP server that enables AI assistants to interact with SAP systems via the A…
|
C 66 3⁄4 | ||||||||
| 26894 |
Enables AI agents to query entities from Arkiv database chains using a SQL-like…
|
C 66 3⁄4 | ||||||||
| 26895 |
An extensible MCP server for database operations that supports PostgreSQL for m…
|
C 66 3⁄4 | ||||||||
| 26896 |
Global postal code lookups, validation, and city search for 240+ countries with…
|
C 66 3⁄4 | ||||||||
| 26897 |
Salesforce MCP Server
Claim
A FastAPI-based MCP server designed for Salesforce Agentforce Registry integrat…
|
C 66 3⁄4 | ||||||||
| 26898 |
Exposes OpenWebUI's admin REST API as an MCP server, enabling administrative op…
|
C 66 3⁄4 | ||||||||
| 26899 |
Connects Blender to AI through the Model Context Protocol to enable prompt-assi…
|
C 66 3⁄4 | ||||||||
| 26900 |
Enables AI clients to create multi-field forms, send approval requests via emai…
|
C 66 3⁄4 | ||||||||