MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 18 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 22501 |
An MCP server that wraps the GitHub CLI to provide comprehensive access to repo…
|
C 64 4⁄3 | ||||||||
| 22502 |
Enables medical image analysis, structured medical report generation, and medic…
|
C 64 4⁄4 | ||||||||
| 22503 |
CSV File MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22504 |
agents
Claim
|
C 64 4⁄3 | ||||||||
| 22505 |
Mailchimp Marketing API integration with 53 tools for managing campaigns, audie…
|
C 64 4⁄4 | ||||||||
| 22506 |
Enables users to add tasks to Apple Reminders through natural language commands…
|
C 64 3⁄3 | ||||||||
| 22507 |
Avro MCP Server by CData
Claim
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22508 |
Integrates Laminar workspaces with AI editors to manage workflows, steps, and c…
|
C 64 4⁄4 | ||||||||
| 22509 |
MCP server for Guesty property management — 38 tools for STR operations.
|
C 64 3⁄3 | ||||||||
| 22510 |
llm-app-exploration
Claim
A pattern for LLM agents to explore and control any app — mobile or desktop. Ac…
|
C 64 3⁄3 | ||||||||
| 22511 |
vidal-helpdesk-mcp
Claim
Enterprise-grade AI-powered helpdesk MCP server for Swiss SMEs, enabling autono…
|
C 64 3⁄3 | ||||||||
| 22512 |
Multi-account Google Workspace (Gmail, Drive, Calendar, Sheets, Docs) + Slack M…
|
C 64 3⁄3 | ||||||||
| 22513 |
Manage TezTun tunnels, subdomains, and service tokens from any MCP-compatible A…
|
C 64 3⁄3 | ||||||||
| 22514 |
A tool that accelerates MCP protocol adoption by automatically generating MCP-c…
|
C 64 4⁄4 | ||||||||
| 22515 |
MCP Server for Vinted that allows to search items, compare prices, and analyze …
|
C 64 3⁄3 | ||||||||
| 22516 |
A Model Context Protocol server that enables natural language commands to manag…
|
C 64 4⁄4 | ||||||||
| 22517 |
MCP server for NetApp AI Data Engine
|
C 64 3⁄3 | ||||||||
| 22518 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22519 |
This read-only MCP Server allows you to connect to Dropbox data from Claude Des…
|
C 64 3⁄3 | ||||||||
| 22520 |
PagerDuty's official MCP server which provides tools to interact with your Page…
|
C 64 4⁄3 | ||||||||
| 22521 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22522 |
JMAP Email
Claim
Email management via JMAP — mailboxes, messages, identities, and Sieve scripts
|
C 64 4⁄3 | ||||||||
| 22523 |
基于 MaaFramework 的 MCP 服务器，为 AI 助手提供 Android 设备和 Windows 桌面自动化能力。
|
C 64 4⁄3 | ||||||||
| 22524 |
A modern desktop application for managing Model Context Protocol (MCP) servers …
|
C 64 4⁄3 | ||||||||
| 22525 |
Peta Core
Claim
A production-ready MCP gateway and control plane that provides credential vault…
|
C 64 4⁄3 | ||||||||
| 22526 |
A Model Context Protocol server that provides browser automation capabilities u…
|
C 64 4⁄3 | ||||||||
| 22527 |
An MCP server that provides semantic understanding of C++ codebases using libcl…
|
C 64 4⁄3 | ||||||||
| 22528 |
Dynamically generates MCP tools from OpenAPI specifications, enabling AI assist…
|
C 64 4⁄4 | ||||||||
| 22529 |
Help coding agents and developers to keep track of a project's backlog by stori…
|
C 64 4⁄3 | ||||||||
| 22530 |
Phoenix MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22531 |
PostgreSQL MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22532 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 22533 |
Compressed Knowledge Graphs over MCP — 97 domains, 4× F1 vs RAG at 11× fewer to…
|
C 64 3⁄3 | ||||||||
| 22534 |
MCP server for DECIMER image-to-SMILES chemical structure recognition
|
C 64 3⁄3 | ||||||||
| 22535 |
neurondb
Claim
PostgreSQL extension for vector search, embeddings, and ML, plus NeuronAgent ru…
|
C 64 4⁄3 | ||||||||
| 22536 |
This read-only MCP Server allows you to connect to YouTube Analytics data from …
|
C 64 3⁄3 | ||||||||
| 22537 |
A lean local Windows automation server providing tools for mouse and keyboard c…
|
C 64 3⁄3 | ||||||||
| 22538 |
Production-ready API server template integrating FastAPI with Model Context Pro…
|
C 64 4⁄3 | ||||||||
| 22539 |
Measure whether your AI agrees with itself using statistical consensus metrics.
|
C 64 3⁄3 | ||||||||
| 22540 |
Enables AI assistants to interact with Snowflake databases through SQL queries,…
|
C 64 4⁄4 | ||||||||
| 22541 |
MCP server for tmux — browse sessions, capture output, send commands.
|
C 64 3⁄3 | ||||||||
| 22542 |
Provides access to a specific GitHub repository (my-notion) allowing AI assista…
|
C 64 4⁄4 | ||||||||
| 22543 |
xBase MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22544 |
HippoDid MCP Server
Claim
Persistent, structured cloud memory for AI agents. BYOK — bring your own AI key.
|
C 64 3⁄3 | ||||||||
| 22545 |
A Chrome extension-based Model Context Protocol server that enables AI assistan…
|
C 64 4⁄3 | ||||||||
| 22546 |
estait-app
Claim
|
C 64 3⁄3 | ||||||||
| 22547 |
|
C 64 3⁄3 | ||||||||
| 22548 |
LDAP MCP Server by CData
Claim
LDAP MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 22549 |
This read-only MCP Server allows you to connect to Pinterest data from Claude D…
|
C 64 3⁄3 | ||||||||
| 22550 |
Apache Hbase MCP Server by CData
|
C 64 3⁄3 | ||||||||