MCP Server Quality Scores
Independent quality analysis of 59573 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 2601 |
The Excel to JSON MCP provides a standardized interface for converting Excel an…
|
B 77 5⁄5 | ||||||||
| 2602 |
Enables seamless email management through natural language conversations with C…
|
B 77 5⁄4 | ||||||||
| 2603 |
MCP server for checking package versions across multiple package managers
|
B 77 5⁄5 | ||||||||
| 2604 |
Enables execution of SQL queries against AWS Athena databases with schema disco…
|
B 77 5⁄5 | ||||||||
| 2605 |
Provides token-efficient document search and retrieval for LLMs by returning re…
|
B 77 5⁄4 | ||||||||
| 2606 |
Enables AI-powered podcast generation with single or dual speakers, FlowSpeech …
|
B 77 5⁄5 | ||||||||
| 2607 |
Exposes Kunobi's application data and store querying capabilities to AI assista…
|
B 77 4⁄4 | ||||||||
| 2608 |
Local encrypted vault for API keys. LLMs never see your real keys — the server …
|
B 77 4⁄4 | ||||||||
| 2609 |
|
B 77 5⁄5 | ||||||||
| 2610 |
A bridge that exposes any GraphQL API as tools consumable by Large Language Mod…
|
B 77 5⁄5 | ||||||||
| 2611 |
A MCP server along with MCP host that provides access to Mattermost teams, chan…
|
B 77 5⁄4 | ||||||||
| 2612 |
A hub server that connects to and manages other MCP (Model Context Protocol) se…
|
B 77 5⁄5 | ||||||||
| 2613 |
Enables real-time monitoring of Cursor Pro usage limits and API quotas across d…
|
B 77 5⁄5 | ||||||||
| 2614 |
Lspace MCP Server
Claim
An open-source server implementing the Model Context Protocol (MCP) that enable…
|
B 77 5⁄5 | ||||||||
| 2615 |
Italian e-invoicing with Fatture in Cloud. Create, send to SDI, manage clients.
|
B 77 5⁄5 | ||||||||
| 2616 |
Node.js server implementing Model Context Protocol for secure read-only filesys…
|
B 77 5⁄4 | ||||||||
| 2617 |
Proof primitive for AI agents on MultiversX. Anchor file hashes on-chain as ver…
|
B 77 6⁄6 | ||||||||
| 2618 |
OpenAPI MCP Server
Claim
A generic MCP server that dynamically exposes any OpenAPI-documented REST API t…
|
B 77 5⁄5 | ||||||||
| 2619 |
Chroma MCP server to access local and cloud Chroma instances for retrieval capa…
|
B 77 5⁄5 | ||||||||
| 2620 |
Enables AI applications to manage WeChat Official Accounts through standardized…
|
B 77 5⁄5 | ||||||||
| 2621 |
Provides comprehensive web, news, and Twitter search capabilities using the xAI…
|
B 77 5⁄5 | ||||||||
| 2622 |
Cross-chain bridge aggregator — compares LI.FI, deBridge, Relay, Across & more …
|
B 77 5⁄4 | ||||||||
| 2623 |
Youtube-MCP
Claim
Production-grade Model Context Protocol server for YouTube intelligence. Extrac…
|
B 77 5⁄5 | ||||||||
| 2624 |
All-in-one MCP server for Postgres development and operations, with tools for p…
|
B 77 5⁄4 | ||||||||
| 2625 |
Provides basic mathematical calculation functionality through MCP tools includi…
|
B 77 5⁄4 | ||||||||
| 2626 |
Cross-session memory for Claude Code — context capture, semantic search, recall
|
B 77 4⁄4 | ||||||||
| 2627 |
A secure mathematical computation sandbox that enables LLMs to perform symbolic…
|
B 77 5⁄4 | ||||||||
| 2628 |
A Model Context Protocol (MCP) server that provides file deletion capabilities,…
|
B 77 5⁄5 | ||||||||
| 2629 |
A tool that captures browser console logs and makes them available in Cursor ID…
|
B 77 5⁄4 | ||||||||
| 2630 |
Fast Windows file search using Everything SDK
|
B 77 5⁄4 | ||||||||
| 2631 |
Controls coding agents by enforcing structured implementation plans with PRs an…
|
B 77 5⁄5 | ||||||||
| 2632 |
This server enables AI assistants to discover, parameterize, and trigger Make.c…
|
B 77 5⁄5 | ||||||||
| 2633 |
Enables Excel file manipulation through Microsoft's official COM automation int…
|
B 77 5⁄5 | ||||||||
| 2634 |
Add persistent memory to AI assistants. Store and recall info across conversati…
|
B 77 5⁄4 | ||||||||
| 2635 |
Schema conversion and schema-driven code generation MCP server.
|
B 77 5⁄4 | ||||||||
| 2636 |
Provides secure, read-only access to MariaDB/MySQL databases, allowing users to…
|
B 77 5⁄5 | ||||||||
| 2637 |
npm search MCP — find packages, view details, compare, check downloads.
|
B 77 5⁄5 | ||||||||
| 2638 |
Enables generation of PlantUML ArchiMate enterprise architecture diagrams with …
|
B 77 5⁄5 | ||||||||
| 2639 |
Production-ready MCP server starter templates in TypeScript and Python. Include…
|
B 77 5⁄4 | ||||||||
| 2640 |
mcp-auth-servers
Claim
🔒 Reference MCP servers that demo how authentication works with the current Mod…
|
B 77 5⁄4 | ||||||||
| 2641 |
Automates the conversion of Figma designs into TypeScript React components and …
|
B 77 5⁄5 | ||||||||
| 2642 |
Provides structured sequential thinking capabilities for AI assistants to break…
|
B 77 5⁄5 | ||||||||
| 2643 |
A TypeScript wrapper library for the Model Context Protocol SDK that provides a…
|
B 77 5⁄4 | ||||||||
| 2644 |
Multi-agent deliberation with divergent context enhancement. Roles are dynamica…
|
B 77 5⁄4 | ||||||||
| 2645 |
An MCP server that provides comprehensive market intelligence by analyzing data…
|
B 77 5⁄5 | ||||||||
| 2646 |
Enables users to search UK property prices by postcode, street, or city using t…
|
B 77 5⁄5 | ||||||||
| 2647 |
Enables AI coding agents like Claude to read Windows clipboard contents (text a…
|
B 77 5⁄4 | ||||||||
| 2648 |
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
|
B 77 4⁄4 | ||||||||
| 2649 |
Clojars MCP Server for upto date dependency information of Clojure libraries
|
B 77 5⁄5 | ||||||||
| 2650 |
Creates and manages encoded messages using zero-width characters and advanced U…
|
B 77 5⁄4 | ||||||||