MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 4 hours, 5 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 651 |
Revenue intelligence MCP: RFM analysis, 14.5-point ICP scoring, pipeline health…
|
B 82 5⁄5 | ||||||||
| 652 |
SmartThings MCP
Claim
Control SmartThings devices and scenes across your locations. Get live status a…
|
B 82 5⁄4 | ||||||||
| 653 |
An enhanced MCP server that fetches prompts from GitHub repositories with intel…
|
B 82 5⁄5 | ||||||||
| 654 |
Specter MCP
Claim
Enables AI agents to build, test, debug, and interact with Kotlin Multiplatform…
|
B 82 5⁄4 | ||||||||
| 655 |
autron-core
Claim
Open Identity Standard for AI Agents — DID, Agent Cards, delegation, reputation…
|
B 82 5⁄4 | ||||||||
| 656 |
Enables RTL simulation and hardware verification with Verilator through automat…
|
B 82 5⁄4 | ||||||||
| 657 |
Enables AI coding tools to search and retrieve Bootpay payment and commerce dev…
|
B 82 6⁄6 | ||||||||
| 658 |
An implementation of the Model Context Protocol Server that allows AI clients l…
|
B 82 5⁄5 | ||||||||
| 659 |
Agent-native developer Q&A service providing MCP tooling and A2A runtime endpoi…
|
B 82 6⁄6 | ||||||||
| 660 |
Browse and search open-source bounties on Algora. 5 tools: list, search, filter…
|
B 82 5⁄5 | ||||||||
| 661 |
Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise …
|
B 82 5⁄5 | ||||||||
| 662 |
Enables AI assistants to query and interact with Treasure Data through a secure…
|
B 82 5⁄5 | ||||||||
| 663 |
A Model Context Protocol (MCP) server for Intervals.icu integration. Access you…
|
B 82 5⁄5 | ||||||||
| 664 |
Enables AI assistants to interact with ManageEngine OpManager for network monit…
|
B 82 5⁄5 | ||||||||
| 665 |
Enables AI assistants to execute terminal commands on a host machine with confi…
|
B 82 5⁄4 | ||||||||
| 666 |
trust-security
Claim
Detect live website vulnerabilities and security flaws in GitHub repositories u…
|
B 82 5⁄5 | ||||||||
| 667 |
Play self-awareness scenarios across 7 levels. 6,800+ coaching scenarios via MC…
|
B 82 6⁄6 | ||||||||
| 668 |
MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refact…
|
B 82 5⁄5 | ||||||||
| 669 |
Enables AI assistants to interact with DBT (Data Build Tool) projects, allowing…
|
B 82 5⁄5 | ||||||||
| 670 |
Connects Claude agents to a persistent virtual city where they can register, ex…
|
B 82 5⁄5 | ||||||||
| 671 |
Enables AI assistants to access YouTube video data including information retrie…
|
B 82 5⁄5 | ||||||||
| 672 |
Uganda legislation via MCP -- full-text search across statutes and provisions
|
B 82 6⁄6 | ||||||||
| 673 |
An enhanced sequential thinking tool optimized for programming tasks that helps…
|
B 82 5⁄5 | ||||||||
| 674 |
İhale MCP
Claim
Enables users to search and access Turkish public procurement data from EKAP v2…
|
B 82 6⁄6 | ||||||||
| 675 |
|
B 82 5⁄4 | ||||||||
| 676 |
Apple Music MCP server — search catalog, manage playlists, and access your libr…
|
B 82 5⁄5 | ||||||||
| 677 |
Enables natural language interaction with Betaflight FPV drone flight controlle…
|
B 82 5⁄5 | ||||||||
| 678 |
Manage CronAlert uptime monitors, check results, and incidents from any MCP cli…
|
B 82 6⁄6 | ||||||||
| 679 |
A Cli, a webUI, and a MCP server for the Z-Image-Turbo text-to-image generation…
|
B 82 5⁄5 | ||||||||
| 680 |
Enables AI agents to debug code inside VS Code by setting breakpoints, stepping…
|
B 82 5⁄4 | ||||||||
| 681 |
Enables integration of Perplexity's AI API with LLMs, delivering advanced chat …
|
B 82 5⁄4 | ||||||||
| 682 |
Model Context Protocol (MCP) server for Amazon Seller Central - Access sales da…
|
B 82 5⁄4 | ||||||||
| 683 |
Multi-interface task management system that enables AI agents and users to mana…
|
B 82 5⁄5 | ||||||||
| 684 |
A unified Model Context Protocol server with pluggable tools and independent en…
|
B 82 5⁄5 | ||||||||
| 685 |
Provides 19 B2B data enrichment tools for finding and validating emails, search…
|
B 82 5⁄5 | ||||||||
| 686 |
Build, validate, and deploy multi-agent AI solutions from any AI environment.
|
B 82 6⁄6 | ||||||||
| 687 |
Enables autonomous debugging of Commodore 64 programs through the VICE emulator…
|
B 82 5⁄5 | ||||||||
| 688 |
Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…
|
B 82 5⁄5 | ||||||||
| 689 |
A FastMCP server providing access to various Turkish legal databases including …
|
B 82 6⁄6 | ||||||||
| 690 |
Enables interactive LLM workflows by adding local user prompts and chat capabil…
|
B 82 5⁄4 | ||||||||
| 691 |
Turns Claude into a penetration testing copilot with 80 security tools, safety …
|
B 82 5⁄5 | ||||||||
| 692 |
68 tools for Swiss open data: transport, weather, geodata, companies, parliamen…
|
B 82 5⁄5 | ||||||||
| 693 |
Job tracking CLI + MCP server for AI agents. 99K+ jobs, 775+ companies.
|
B 82 5⁄4 | ||||||||
| 694 |
Recursive Language Models for Claude Code - Infinite memory solution inspired b…
|
B 82 5⁄5 | ||||||||
| 695 |
Structured interviewer for Claude Code — probing questions, decision tracking, …
|
B 82 5⁄5 | ||||||||
| 696 |
mcpgen
Claim
Generate Go MCP server boilerplate from OpenAPI 3 specifications
|
B 82 5⁄4 | ||||||||
| 697 |
Provides local vector-based semantic memory storage for AI assistants to persis…
|
B 82 5⁄4 | ||||||||
| 698 |
An MCP server that provides AI with real-time screen monitoring capabilities an…
|
B 82 5⁄5 | ||||||||
| 699 |
Unified MCP server for email across Gmail (REST API), Outlook (Microsoft Graph)…
|
B 82 5⁄5 | ||||||||
| 700 |
Provides AI assistants with access to a production-ready design system includin…
|
B 82 6⁄6 | ||||||||