MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 22751 |
MusicBrainz MCP Server
Claim
Enables AI assistants to query the MusicBrainz music database for artists, albu…
|
B 70 3⁄4 | ||||||||
| 22752 |
MCP Server for Clawallex payment API - Pay for anything with USDC virtual cards
|
C 69 3⁄4 | ||||||||
| 22753 |
A procedurally-generated murder mystery game engine that enables AI agents to g…
|
C 69 3⁄4 | ||||||||
| 22754 |
MCP server for Chainlink ecosystem monitoring with 6 tools: price feed tracking…
|
C 69 3⁄4 | ||||||||
| 22755 |
LGTMCP
Claim
Gemini-powered code review. Offers review-only and review-and-commit modes with…
|
C 69 3⁄4 | ||||||||
| 22756 |
grok-quorum-mcp
Claim
Enables Claude to query Grok as a peer for collaborative reasoning, code review…
|
C 69 3⁄4 | ||||||||
| 22757 |
An MCP server that bridges AI assistants with data warehouses through Cube.js t…
|
C 68 3⁄4 | ||||||||
| 22758 |
WebforJ's MCP server, provides tools, resources, prompts for scaffolding and de…
|
C 68 2⁄5 | ||||||||
| 22759 |
An HTTP-based Model Context Protocol server for RiotPlan that exposes comprehen…
|
C 68 3⁄4 | ||||||||
| 22760 |
MCP Dockhand
Claim
Exposes over 130 Dockhand API endpoints as tools to manage Docker infrastructur…
|
C 68 3⁄4 | ||||||||
| 22761 |
Dead link checker MCP server - find broken links, redirects, and timeouts on an…
|
C 68 3⁄4 | ||||||||
| 22762 |
An MCP server for network engineering that provides comprehensive tools for BGP…
|
C 68 3⁄4 | ||||||||
| 22763 |
A Model Context Protocol server that enables interaction with GitLab accounts t…
|
C 68 3⁄4 | ||||||||
| 22764 |
contrastapi
Claim
Security intelligence API for AI models. CVE lookup with EPSS/KEV, domain recon…
|
C 68 3⁄4 | ||||||||
| 22765 |
Enables searching and researching document collections through hybrid semantic …
|
C 68 3⁄4 | ||||||||
| 22766 |
Real-time Korean web data — Naver place reviews, Melon music chart, Daangn/Bunj…
|
C 68 3⁄4 | ||||||||
| 22767 |
Cordum_io
Claim
The Control Plane for Autonomous AI
Enforce policy before execution, require hu…
|
C 68 3⁄4 | ||||||||
| 22768 |
Enables interaction with the Korea Investment & Securities (KIS) Open API for d…
|
C 68 3⁄4 | ||||||||
| 22769 |
Reserve a subdomain, upload .zip via MCP, get a link. Static only (Nginx; no PH…
|
C 68 2⁄5 | ||||||||
| 22770 |
truemarkets-mcp-server
Claim
Enables AI agents to perform native trading on True Markets by providing tools …
|
C 68 3⁄4 | ||||||||
| 22771 |
A pluggable and observable Retrieval-Augmented Generation framework that expose…
|
C 67 3⁄4 | ||||||||
| 22772 |
Provides persistent long-term memory for AI agents through semantic search and …
|
C 67 3⁄4 | ||||||||
| 22773 |
ModelSafetyMCP is an MCP server for scanning machine learning model artifacts f…
|
C 67 3⁄4 | ||||||||
| 22774 |
T-SQL Analyzer
Claim
T-SQL Analyzer
|
C 67 3⁄4 | ||||||||
| 22775 |
Compare AI inference pricing across 9 providers in real time. Routing recommend…
|
C 67 3⁄4 | ||||||||
| 22776 |
This MCP server enables interaction with the Polytomic API to manage data conne…
|
C 67 3⁄4 | ||||||||
| 22777 |
Fetches, summarizes, and translates news headlines and articles using the News …
|
C 67 3⁄4 | ||||||||
| 22778 |
An MCP server that exposes the full API of the Komodo infrastructure management…
|
C 66 3⁄4 | ||||||||
| 22779 |
Brand MCP Server
Claim
Enables access to a PostgreSQL database for brand-related data using Python. It…
|
C 66 3⁄4 | ||||||||
| 22780 |
Exposes internal employee directories and project management systems to AI mode…
|
C 66 3⁄4 | ||||||||
| 22781 |
An extensible MCP server for database operations that supports PostgreSQL for m…
|
C 66 3⁄4 | ||||||||
| 22782 |
Global labour & market data for skills, workforce, planning, stakeholders, jobs…
|
C 66 2⁄5 | ||||||||
| 22783 |
An MCP server that enables transcribing local audio files and Telegram voice me…
|
C 66 3⁄4 | ||||||||
| 22784 |
Provides access to The Movie Database (TMDB) API, enabling users to search and …
|
C 66 3⁄4 | ||||||||
| 22785 |
Enables AI agents to manage SharePoint Online resources including lists, librar…
|
C 66 3⁄4 | ||||||||
| 22786 |
abap-mcpb
Claim
Enables SAP ABAP development by connecting Claude Desktop to SAP systems via th…
|
C 65 3⁄4 | ||||||||
| 22787 |
Provides access to over 80 tools for managing OMICall and OMICRM APIs, includin…
|
C 65 3⁄4 | ||||||||
| 22788 |
Central-Memory-MCP
Claim
Model Context Protocol (MCP) memory server built with Azure Functions and TypeS…
|
C 65 3⁄4 | ||||||||
| 22789 |
Provides access to Sweden's comprehensive municipal and regional statistics dat…
|
C 65 3⁄4 | ||||||||
| 22790 |
A local academic tool that enables searching across nine academic sources, down…
|
C 65 3⁄4 | ||||||||
| 22791 |
21 tools for AI agents to manage BTCPay Server: invoices, payments, stores, web…
|
C 65 3⁄4 | ||||||||
| 22792 |
VaultCrux Platform
Claim
VaultCrux Platform — 60 tools: retrieval, proof, intel, economy, watch, org
|
C 65 3⁄5 | ||||||||
| 22793 |
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
|
C 65 3⁄4 | ||||||||
| 22794 |
Enables AI agents to search restaurants, place delivery orders, and track real-…
|
C 65 3⁄4 | ||||||||
| 22795 |
An MCP server that gives AI agents direct access to Polymarket Crypto predictio…
|
C 64 3⁄4 | ||||||||
| 22796 |
Aristocles Data API
Claim
Subscription pricing, trade costs, and financial data for AI agents across 5 co…
|
C 64 3⁄5 | ||||||||
| 22797 |
A Model Context Protocol server that provides email access via IMAP and SMTP, e…
|
C 64 3⁄4 | ||||||||
| 22798 |
MCP server providing AI agents with access to German government open data. 12 t…
|
C 64 3⁄4 | ||||||||
| 22799 |
AgentOS provides a suite of essential services for AI agents including persiste…
|
C 64 3⁄4 | ||||||||
| 22800 |
Connects to a Gym Tracker Supabase database to provide LLMs with access to pers…
|
C 64 3⁄4 | ||||||||