MCP Server Quality Scores
Independent quality analysis of 47403 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 7401 |
Enables searching for any text within a specified Algolia index through an MCP-…
|
B 70 5⁄5 | ||||||||
| 7402 |
MCP server that integrates Jira and GitHub to automate end-to-end developer wor…
|
B 70 5⁄4 | ||||||||
| 7403 |
An MCP server that enables AI models to query FOFA, 360 Quake, and Hunter cyber…
|
B 70 5⁄5 | ||||||||
| 7404 |
A demonstration MCP server supporting both Stdio and SSE transports, providing …
|
B 70 5⁄5 | ||||||||
| 7405 |
opentrace
Claim
Observability engine for AI coding agents. Custom columnar log store, MCP-nativ…
|
B 70 5⁄4 | ||||||||
| 7406 |
Enables creation, management, and scheduling of Garmin Connect workouts from na…
|
B 70 5⁄5 | ||||||||
| 7407 |
A learning-focused MCP server that demonstrates core MCP concepts through a sim…
|
B 70 5⁄4 | ||||||||
| 7408 |
An MCP server that connects Claude to WhatsApp for reading group messages, sear…
|
B 70 5⁄4 | ||||||||
| 7409 |
Enables LLMs to manage PostgreSQL clusters in Kubernetes using the CloudNativeP…
|
B 70 5⁄5 | ||||||||
| 7410 |
A server that exposes PagerDuty API functionality to LLMs with structured input…
|
B 70 5⁄5 | ||||||||
| 7411 |
A Model Context Protocol (MCP) server that provides authenticated access to Goo…
|
B 70 6⁄4 | ||||||||
| 7412 |
Provides seamless access to UniProtKB protein database, enabling queries for pr…
|
B 70 5⁄5 | ||||||||
| 7413 |
Provides weather forecasts and alerts for US locations using the National Weath…
|
B 70 5⁄5 | ||||||||
| 7414 |
A version-aware Kubernetes documentation assistant that connects LLMs to truste…
|
B 70 5⁄4 | ||||||||
| 7415 |
MCP server for unified cognitive processing — deep reasoning framework for Clin…
|
B 70 5⁄5 | ||||||||
| 7416 |
GitLab MCP Server
Claim
Enables interaction with GitLab repositories through natural language, supporti…
|
B 70 5⁄5 | ||||||||
| 7417 |
URL fetcher and HTML-to-markdown converter with three-layer prompt injection de…
|
B 70 5⁄5 | ||||||||
| 7418 |
Provides comprehensive control over Google Sheets to read, write, format, and m…
|
B 70 5⁄5 | ||||||||
| 7419 |
A Model-Context-Protocol server enabling users to perform basic operations on S…
|
B 70 5⁄5 | ||||||||
| 7420 |
Connects AI assistants to a local Codex engine for performing deep, project-lev…
|
B 70 5⁄4 | ||||||||
| 7421 |
A Model Context Protocol server that enhances Grey Hack game development by pro…
|
B 70 5⁄5 | ||||||||
| 7422 |
Omi API Server
Claim
Provide seamless access to Omi conversations and memories through a standardize…
|
B 70 5⁄4 | ||||||||
| 7423 |
MCP server for Parks on the Air (POTA) providing live activator spots, park det…
|
B 70 5⁄4 | ||||||||
| 7424 |
Search Etsy listings, fetch shop details, and explore trending products. Create…
|
B 70 5⁄4 | ||||||||
| 7425 |
An MCP server that enables users to store and retrieve personalized coding patt…
|
B 70 5⁄4 | ||||||||
| 7426 |
Polish legislation via MCP — full-text search across statutes and provisions
|
B 70 5⁄5 | ||||||||
| 7427 |
Enables AI assistants to interact with Odoo databases via XML-RPC and JSON-RPC …
|
B 70 5⁄5 | ||||||||
| 7428 |
Stop Package Chaos: Unveil Your Mac’s Setup for Targeted ML Debugging
|
B 70 5⁄5 | ||||||||
| 7429 |
A minimalist MCP server for interacting with Bauplan data tables and executing …
|
B 70 5⁄5 | ||||||||
| 7430 |
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
|
B 70 5⁄5 | ||||||||
| 7431 |
Meraki MCP Server
Claim
Enables management and monitoring of Cisco Meraki networks, including device op…
|
B 70 5⁄5 | ||||||||
| 7432 |
Enables Claude to interact with Trello boards, lists, cards, comments, and atta…
|
B 70 5⁄5 | ||||||||
| 7433 |
Enables AI-powered network automation through natural language interactions wit…
|
B 70 5⁄5 | ||||||||
| 7434 |
Provides basic diagnostic and information tools for Apifox API management platf…
|
B 70 5⁄5 | ||||||||
| 7435 |
Provides UK-centric date calculations including bank holiday integration, sprin…
|
B 70 5⁄5 | ||||||||
| 7436 |
Enables price comparison across 7 major Taiwanese e-commerce platforms (momo, P…
|
B 70 5⁄5 | ||||||||
| 7437 |
MCP for Data.gov.il Israeli Government Data
|
B 70 5⁄5 | ||||||||
| 7438 |
This server enables Claude to access Team Fight Tactics (TFT) game data, allowi…
|
B 70 5⁄5 | ||||||||
| 7439 |
Model Context Protocol server and client that enables AI agents and LLMs to int…
|
B 70 6⁄6 | ||||||||
| 7440 |
Internal data access API. Tools: get_users (user list with API keys), read_conf…
|
B 70 6⁄6 | ||||||||
| 7441 |
MCP Azure Project
Claim
This MCP server integrates with Azure AI Foundry's Claude deployment to provide…
|
B 70 5⁄5 | ||||||||
| 7442 |
Provides real-time stock price information from Yahoo Finance API for global ma…
|
B 70 5⁄5 | ||||||||
| 7443 |
Enables AI assistants to safely query MySQL databases with read-only access by …
|
B 70 5⁄5 | ||||||||
| 7444 |
Connects AI assistants to Amazing Marvin for comprehensive task management, inc…
|
B 70 5⁄5 | ||||||||
| 7445 |
Enables AI agents to query, explore, and analyze PostgreSQL databases through t…
|
B 70 5⁄5 | ||||||||
| 7446 |
An MCP server that provides AI assistants with access to documentation, schemas…
|
B 70 5⁄5 | ||||||||
| 7447 |
Enables semantic search and discovery of free public APIs from an extensive cat…
|
B 70 5⁄5 | ||||||||
| 7448 |
A server that enables Claude Desktop users to access the Claude API directly, a…
|
B 70 5⁄4 | ||||||||
| 7449 |
Enables AI agents to manage Mochi.cards flashcards, including browsing decks, s…
|
B 70 5⁄5 | ||||||||
| 7450 |
CAPI Gateway
Claim
Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.
|
B 70 5⁄4 | ||||||||