MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 1 week, 5 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 601 |
MCP server for Apple Notes integration using AppleScript with full CRUD operati…
|
B 83 5⁄5 | ||||||||
| 602 |
Fast, token-efficient web content extraction for AI agents - converts websites …
|
B 83 5⁄4 | ||||||||
| 603 |
Enables Claude to monitor and manage homelab infrastructure including Docker co…
|
B 83 5⁄5 | ||||||||
| 604 |
Connects AI assistants to GitLab, allowing users to manage merge requests, view…
|
B 83 5⁄4 | ||||||||
| 605 |
Generates persistent, auto-incrementing 8-digit hexadecimal unique identifiers …
|
B 83 5⁄4 | ||||||||
| 606 |
An adversarial code verification system that uses a Verifier-Critic debate loop…
|
B 83 5⁄5 | ||||||||
| 607 |
MCP server that exposes unified AI-friendly tools over Messari's standardized l…
|
B 83 5⁄5 | ||||||||
| 608 |
mcp-workflowy
|
B 83 5⁄5 | ||||||||
| 609 |
container-use
Claim
Containerized environments for coding agents. Multiple agents can work independ…
|
B 83 5⁄4 | ||||||||
| 610 |
Enables real-time monitoring of F5 Cloud service status, including tracking 148…
|
B 83 5⁄5 | ||||||||
| 611 |
AionMCP
Claim
Dynamic API tool generator for OpenAPI, GraphQL, and AsyncAPI specifications
|
B 83 5⁄4 | ||||||||
| 612 |
MCP server for interactive terminal sessions — SSH, REPLs, database CLIs, TUI a…
|
B 83 5⁄5 | ||||||||
| 613 |
Cuts AI web-fetching costs up to 99.9% by stripping page junk before it reaches…
|
B 83 4⁄4 | ||||||||
| 614 |
Enables monitoring of domain registration information via WHOIS lookup and SSL …
|
B 83 6⁄6 | ||||||||
| 615 |
MCP server for Fizzy task management
|
B 83 5⁄5 | ||||||||
| 616 |
casibase
Claim
⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-co…
|
B 83 5⁄5 | ||||||||
| 617 |
bonnard
Claim
Open-source agentic schema layer. Define metrics once in YAML, query governed d…
|
B 83 5⁄4 | ||||||||
| 618 |
Enables integration with CMP (Connectivity Management Platform) API to query an…
|
B 83 6⁄6 | ||||||||
| 619 |
An MCP server that provides tools for sending transactional emails and managing…
|
B 83 5⁄5 | ||||||||
| 620 |
MCP server that integrates Microsoft Teams messaging (read, post, mention, list…
|
B 83 5⁄5 | ||||||||
| 621 |
MCP server to read, inspect and troubleshoot codebase symbols
|
B 83 5⁄4 | ||||||||
| 622 |
Read-only access to Quicken For Mac financial data: transactions, spending, and…
|
B 83 5⁄5 | ||||||||
| 623 |
A generic mcp server fuzzer
|
B 83 5⁄4 | ||||||||
| 624 |
Enables searching the YÖK National Thesis Center and retrieving thesis contents…
|
B 83 6⁄6 | ||||||||
| 625 |
Provides AI assistants with read-only access to inspect database schemas, previ…
|
B 83 5⁄5 | ||||||||
| 626 |
MCP server for Fantastical calendar app - create events, view calendar, and man…
|
B 83 5⁄4 | ||||||||
| 627 |
ChatGPT app template using Pomerium, OpenAI Apps SDK and Model Context Protocol…
|
B 83 5⁄4 | ||||||||
| 628 |
Kokkai Minutes MCP Agent
Claim
Provides a structured interface to the Japanese National Diet Library's parliam…
|
B 83 6⁄6 | ||||||||
| 629 |
Enables interaction with the Bitcoin blockchain through the Maestro API platfor…
|
B 83 6⁄6 | ||||||||
| 630 |
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
|
B 83 5⁄5 | ||||||||
| 631 |
Enables AI assistants to interact with Salesforce through a secure interface fo…
|
B 83 5⁄4 | ||||||||
| 632 |
Manage incidents from your IDE. An MCP server allowing to pull out incidents an…
|
B 83 6⁄6 | ||||||||
| 633 |
Enable advanced scientific reasoning by leveraging graph structures and dynamic…
|
B 83 5⁄4 | ||||||||
| 634 |
Generates time-based one-time password (TOTP) 2FA codes for configured accounts…
|
B 83 5⁄4 | ||||||||
| 635 |
mie
Claim
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
|
B 83 5⁄4 | ||||||||
| 636 |
MCP server to interact with Quran.com corpus via the official REST API v4.
|
B 83 5⁄5 | ||||||||
| 637 |
Enables quality checking and content management for websites through the Crownp…
|
B 83 5⁄5 | ||||||||
| 638 |
Connect AI assistants to your ERPNext instance via the Model Context Protocol (…
|
B 83 5⁄4 | ||||||||
| 639 |
🪄 MCP server for programmatic creation and management of n8n workflows. Enables…
|
B 83 5⁄5 | ||||||||
| 640 |
Enables text-to-speech synthesis using VOICEPEAK software with support for cust…
|
B 83 5⁄4 | ||||||||
| 641 |
local-brain
Claim
A CLI tool for managing projects
|
B 83 4⁄4 | ||||||||
| 642 |
Control Xcode directly via JXA for build, test, debug operations with XCLogPars…
|
B 83 5⁄4 | ||||||||
| 643 |
agenite
Claim
🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, co…
|
B 83 5⁄4 | ||||||||
| 644 |
Enables AI assistants to interact with devpipe, a local pipeline runner, allowi…
|
B 83 5⁄5 | ||||||||
| 645 |
Provides search capabilities for Cloudflare AutoRAG instances, enabling AI assi…
|
B 83 5⁄5 | ||||||||
| 646 |
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and …
|
B 83 5⁄5 | ||||||||
| 647 |
Deep Research & Competitor Analysis MCP for Claude & Cursor. No API Keys. Featu…
|
B 83 6⁄6 | ||||||||
| 648 |
An MCP server providing geospatial analysis tools for raster and vector data, i…
|
B 83 5⁄5 | ||||||||
| 649 |
Let AI agents interact with real BLE hardware — scan, connect, read, write, and…
|
B 83 5⁄5 | ||||||||
| 650 |
TypeScript starter template for building Model Context Protocol (MCP) servers, …
|
B 83 5⁄4 | ||||||||