MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42901 |
mcp-server-convert
Claim
A Model Context Protocol server that converts documents (PDF, DOCX, HTML, etc.)…
|
— | ||||||||
| 42902 |
Chuk MCP STAC
Claim
A Model Context Protocol (MCP) server for searching STAC catalogs, downloading …
|
— | ||||||||
| 42903 |
arcgis-longview
Claim
Access City of Longview, Texas open geospatial data (parcels, zoning, public wo…
|
— | ||||||||
| 42904 |
brave-devtools
Claim
MCP server that lets AI coding assistants control and inspect a live Brave brow…
|
— | ||||||||
| 42905 |
Expense Budget Tracker
Claim
Track expenses, budgets, balances, transfers, and multi-currency reports with O…
|
— | ||||||||
| 42906 |
Claude MCP
Claim
A cross-platform desktop MCP server that allows Codex and other MCP clients to …
|
— | ||||||||
| 42907 |
WinCC V8 MCP Server
Claim
MCP server providing access to Siemens WinCC V8 SCADA systems via REST API, ena…
|
— | ||||||||
| 42908 |
VirusTotal MCP Server
Claim
A Model Context Protocol (MCP) server that enables LLMs to interact with the Vi…
|
— | ||||||||
| 42909 |
monzo-mcp
Claim
Read-only Monzo banking integration for Claude Code that allows querying balanc…
|
— | ||||||||
| 42910 |
Cairn
Claim
MCP server that allows AI agents to read and update project progress across dif…
|
— | ||||||||
| 42911 |
recall
Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
|
— | ||||||||
| 42912 |
jenkins-mcp-server
Claim
Enables LLMs to access Jenkins job data, trigger builds, and manage Jenkins tas…
|
— | ||||||||
| 42913 |
wazuh-mcp-server
Claim
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
|
— | ||||||||
| 42914 |
simple-asr-mcp
Claim
Minimal MCP server for local speech recognition using faster-whisper. Runs on C…
|
— | ||||||||
| 42915 |
thegamesdb
Claim
Wraps TheGamesDB API to enable game data queries via MCP. Part of Pipeworx gate…
|
— | ||||||||
| 42916 |
MCP ArcGIS Chapel Hill
Claim
Enables querying and searching open geospatial datasets from the Town of Chapel…
|
— | ||||||||
| 42917 |
EmbeDocs-MCP
Claim
Enables AI assistants to access up-to-date documentation by indexing GitHub rep…
|
— | ||||||||
| 42918 |
Triage MCP Server
Claim
Enables AI agents to autonomously check, diagnose, and recover Dockerized servi…
|
— | ||||||||
| 42919 |
mcp-server-fetch-rag
Claim
Fetches web content and returns relevant chunks using RAG with semantic chunkin…
|
— | ||||||||
| 42920 |
shd-music
Claim
Enables searching and ripping high-quality audio from Deezer using an ARL cooki…
|
— | ||||||||
| 42921 |
mcp-odds-api
Claim
Enables fetching sportsbook odds, live scores, and event information across 70+…
|
— | ||||||||
| 42922 |
neon
Claim
Provides a standardized interface for interacting with Neon's tools and service…
|
— | ||||||||
| 42923 |
krds-uiux-mcp-server
Claim
Integrates the Korean government's KRDS design system with AI assistants, enabl…
|
— | ||||||||
| 42924 |
onyx MCP
Claim
Local MCP server that gives AI agents 44 engine tools to build, run, and debug …
|
— | ||||||||
| 42925 |
nv-remote-mcp-server
Claim
Enables chatting with PostgreSQL databases through natural language, with GitHu…
|
— | ||||||||
| 42926 |
Goldilocks MCP Server
Claim
Provides k-point generation tools for Quantum ESPRESSO, enabling estimation of …
|
— | ||||||||
| 42927 |
bulkcertifcategenerator
Claim
|
— | ||||||||
| 42928 |
mcp-arcgis-greenwood
Claim
Access City of Greenwood, Indiana open geospatial data including parcels, zonin…
|
— | ||||||||
| 42929 |
czech-legal-mcp
Claim
|
— | ||||||||
| 42930 |
geocoding-mcp
Claim
An MCP server for forward geocoding via the Nominatim API (OpenStreetMap) with …
|
— | ||||||||
| 42931 |
Canvas MCP
Claim
MCP server for Canvas LMS that exposes courses, assignments, modules, pages, fi…
|
— | ||||||||
| 42932 |
mcp-turso-cloud
Claim
An MCP server that integrates Turso databases with LLMs, supporting organizatio…
|
— | ||||||||
| 42933 |
SAP ABAP MCP
Claim
Develop, test, analyze, and operate SAP ABAP systems through ADT from AI coding…
|
— | ||||||||
| 42934 |
A Model Context Protocol server that provides 29 Git operations and advanced wo…
|
— | ||||||||
| 42935 |
uptrack-mcp
Claim
MCP server for Uptrack uptime monitoring. Manage monitors and incidents from AI…
|
— | ||||||||
| 42936 |
Perplexity Web MCP
Claim
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
|
— | ||||||||
| 42937 |
cocos_mcp
Claim
Enables AI assistants to control Cocos Creator game development directly within…
|
— | ||||||||
| 42938 |
agent-browser-mcp-server
Claim
Provides complete browser automation capabilities for AI agents via 44 tools, i…
|
— | ||||||||
| 42939 |
opencode-browser-control
Claim
A Playwright-powered MCP server for browser automation using ARIA snapshots and…
|
— | ||||||||
| 42940 |
Korea POPBiLL e-tax-invoice: AI agents issue, query & transmit e-invoices, stat…
|
— | ||||||||
| 42941 |
snapforge-mcp
Claim
Enables AI agents to capture screenshots and generate PDFs from URLs or HTML vi…
|
— | ||||||||
| 42942 |
prometheus-mcp-server
Claim
Provides tools to search, query, and visualize Prometheus metrics, returning re…
|
— | ||||||||
| 42943 |
x402 Ads MCP
Claim
x402 Ads lets AI agents buy and verify ad placements with per-request USDC paym…
|
— | ||||||||
| 42944 |
element-inspector
Claim
Enables interactive element inspection on any website, allowing users to click …
|
— | ||||||||
| 42945 |
Twitter241 MCP Server
Claim
Provides tools to access Twitter data including tweets, user profiles, communit…
|
— | ||||||||
| 42946 |
ocm-sdk-mcp
Claim
Enables AI assistants to interact with the Open Charge Map API, allowing explor…
|
— | ||||||||
| 42947 |
Your portable context layer — load it into any AI.
|
— | ||||||||
| 42948 |
Godot MCP
Claim
A Model Context Protocol server that enables AI assistants to manage Godot proj…
|
— | ||||||||
| 42949 |
Vision MCP Server
Claim
A Model Context Protocol server that provides multimodal vision tools such as i…
|
— | ||||||||
| 42950 |
Enables interaction with Proton Pass via CLI operations, including vault and it…
|
— | ||||||||