MCP Server Quality Scores
Independent quality analysis of 33537 public MCP servers
Last updated 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 21601 |
MCP server for AI agents to analyze Excel spreadsheets through atomic operation…
|
C 64 4⁄3 | ||||||||
| 21602 |
GEO audit for Shopify: AI readiness score, recommendations, and 15 vertical che…
|
C 64 3⁄3 | ||||||||
| 21603 |
Enables creation, management, and deployment of n8n workflows with enhanced con…
|
C 64 4⁄4 | ||||||||
| 21604 |
Maestro
Claim
Maestro is the simplest and most effective UI testing framework for Mobile and …
|
C 64 4⁄3 | ||||||||
| 21605 |
Enables comprehensive Google Meet and Calendar management through Google Calend…
|
C 64 4⁄4 | ||||||||
| 21606 |
SAP ERP MCP Server by CData
|
C 64 3⁄3 | ||||||||
| 21607 |
Enables interaction with the Bigeye Data Observability platform to query data q…
|
C 64 4⁄4 | ||||||||
| 21608 |
An MCP server that enables AI applications to interact with DiceDB databases.
|
C 64 4⁄4 | ||||||||
| 21609 |
This read-only MCP Server allows you to connect to Email data from Claude Deskt…
|
C 64 3⁄3 | ||||||||
| 21610 |
A local MCP server that guides users through Linux From Scratch (LFS) documenta…
|
C 64 3⁄3 | ||||||||
| 21611 |
job-pilot
Claim
JobPilot is a next-generation career assistant powered by AI Agents and the Mod…
|
C 64 4⁄4 | ||||||||
| 21612 |
Architectural intelligence layer for AI coding agents. Structural graph, archit…
|
C 64 4⁄3 | ||||||||
| 21613 |
director
Claim
MCP Playbooks for AI agents
|
C 64 4⁄3 | ||||||||
| 21614 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 21615 |
Manage TezTun tunnels, subdomains, and service tokens from any MCP-compatible A…
|
C 64 3⁄3 | ||||||||
| 21616 |
MCP server for Guesty property management — 38 tools for STR operations.
|
C 64 3⁄3 | ||||||||
| 21617 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 21618 |
FGD Fusion Stack Pro
Claim
MCP server with intelligent memory management and file monitoring that enables …
|
C 64 4⁄4 | ||||||||
| 21619 |
MCP server for .NET memory profiling with JetBrains dotMemory integration
|
C 64 3⁄3 | ||||||||
| 21620 |
Structured domain knowledge for AI agents. 42x more accurate than RAG, 11x fewe…
|
C 64 3⁄3 | ||||||||
| 21621 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 21622 |
Persistent knowledge graph for AI workflows with context tiers and .kin inherit…
|
C 64 4⁄3 | ||||||||
| 21623 |
This project builds a read-only MCP server. For full read, write, update, delet…
|
C 64 3⁄3 | ||||||||
| 21624 |
Connects MCP clients to remote servers using static OAuth 2.0 client authentica…
|
C 63 4⁄4 | ||||||||
| 21625 |
MCP server for Trello — manage boards, lists, cards, attachments and more via C…
|
C 63 3⁄3 | ||||||||
| 21626 |
Professional OpenStack operations automation via MCP server. Specialized tools …
|
C 63 4⁄3 | ||||||||
| 21627 |
MCP server for Mango Office API — calls, users. 2 tools.
|
C 63 3⁄3 | ||||||||
| 21628 |
MCP Connection Hub
Claim
A unified Model Context Protocol Gateway that bridges LLM interfaces with vario…
|
C 63 4⁄4 | ||||||||
| 21629 |
CoinGecko API Server MCP
Claim
A Node.js Express server that provides access to CoinGecko's cryptocurrency dat…
|
C 63 4⁄4 | ||||||||
| 21630 |
MCP server for Central Bank of Russia API — currency rates, key rate, precious …
|
C 63 3⁄3 | ||||||||
| 21631 |
A basic MCP server template that provides a foundation for building custom tool…
|
C 63 4⁄3 | ||||||||
| 21632 |
Analyzes application code locally to automatically generate baseline AWS IAM id…
|
C 63 4⁄4 | ||||||||
| 21633 |
Provides AI agents with persistent memory and knowledge management through a co…
|
C 63 4⁄4 | ||||||||
| 21634 |
Enables hotel booking operations through the Exely Distribution API via natural…
|
C 63 4⁄4 | ||||||||
| 21635 |
Enables AI assistants to manage Bitbucket Cloud repositories, pull requests, br…
|
C 63 4⁄4 | ||||||||
| 21636 |
wayforth
Claim
Search engine and payment rail for AI agents. 2,300+ services, semantic ranking.
|
C 63 3⁄3 | ||||||||
| 21637 |
aikido-mcp
Claim
Security analysis for Aiken smart contracts on Cardano. 75 vulnerability detect…
|
C 63 4⁄3 | ||||||||
| 21638 |
mcp-language-server
Claim
MCP Language Server helps MCP enabled clients navigate codebases more easily by…
|
C 63 4⁄3 | ||||||||
| 21639 |
Provides an interface to the CompText DSL Codex stored in Notion, enabling user…
|
C 63 4⁄4 | ||||||||
| 21640 |
|
C 63 3⁄3 | ||||||||
| 21641 |
A shared operational layer that synchronizes tasks and project contexts across …
|
C 63 3⁄3 | ||||||||
| 21642 |
The most comprehensive, curated collection of MCP servers with ready-to-use con…
|
C 63 3⁄3 | ||||||||
| 21643 |
An MCP server that wraps the TeamDynamix (TDX) REST API, enabling AI-assisted I…
|
C 63 4⁄4 | ||||||||
| 21644 |
Royal MCP
Claim
Production MCP server that runs as a WordPress plugin, exposing 40+ tools for m…
|
C 63 3⁄3 | ||||||||
| 21645 |
Persistent memory for AI agents and humans. Store, search, and discover pattern…
|
C 63 4⁄3 | ||||||||
| 21646 |
Enables programmatic control over Ableton Live sessions through natural languag…
|
C 63 4⁄3 | ||||||||
| 21647 |
MTM - MCP Telegram MORE
Claim
A Telegram-integrated MCP server that enables remote control of Claude sessions…
|
C 63 3⁄3 | ||||||||
| 21648 |
Enables interaction with Xiaohongshu (Little Red Book) platform through automat…
|
C 63 4⁄3 | ||||||||
| 21649 |
Enables AI agents to create, read, and modify Excel workbooks without requiring…
|
C 63 4⁄4 | ||||||||
| 21650 |
A Model Context Protocol server that enables AI assistants to interact with Hed…
|
C 63 4⁄4 | ||||||||