MCP Server Quality Scores
Independent quality analysis of 67286 public MCP servers
Last updated 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60451 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 60452 |
ansible-mcp-server
Claim
Enables AI assistants to manage infrastructure using Ansible and Terraform with…
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| 60453 |
WHOOP MCP
Claim
Gives LLM agents read-only access to your WHOOP data — recovery, sleep, strain,…
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| 60454 |
Quadratik.AI
Claim
The B2B data architecture for high‑growth teams.
Leverage 100B+ validated globa…
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| 60455 |
Azure SQL MCP Server
Claim
Enables querying, exploring, and interacting with Azure SQL databases through M…
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| 60456 |
Find Flights MCP Server
Claim
Enables searching and retrieving flight information using Duffel API, supportin…
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| 60457 |
mcp-business-feeds
Claim
Lists, reads, and fetches curated business and industry RSS feeds, with filteri…
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| 60458 |
superbrain
Claim
Session memory for Claude Code. Auto-captures every session into a plain Obsidi…
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| 60459 |
mcp-notes
Claim
Personal knowledge management server with note CRUD, semantic search, git versi…
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| 60460 |
mithra-mcp
Claim
Turns a one-person, multi-project workspace into state an agent can reason over…
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| 60461 |
Enables natural language control of ArduPilot drones via MAVLink, supporting ar…
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| 60462 |
agent-fde
Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
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| 60463 |
giants-editor-mcp
Claim
Enables Claude to drive a live GIANTS Editor 10.x (FS25) session with 59 tools …
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| 60464 |
invgate-service-desk-mcp
Claim
MCP server for InvGate Service Desk: 96 tools across 11 domains (incidents, use…
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| 60465 |
pmcontrols-mcp
Claim
Validated project scheduling and earned value computations for AI agents, expos…
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| 60466 |
MIDAS
Claim
Local-first AI agent for approval-gated automation and verifiable LLM workflows.
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| 60467 |
aviation-weather-mcp
Claim
Provides aviation weather briefings including METARs, TAFs, PIREPs, SIGMETs, an…
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| 60468 |
meshy-youtube-mcp
Claim
Enables generating 3D models from text prompts, rendering turntable animations,…
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| 60469 |
agent-bridge-mcp
Claim
An MCP-only server that launches AI CLI tasks (Claude, Codex, Gemini, Forge, Op…
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| 60470 |
Provides deterministic conversion between YAML and JSON formats, enabling auton…
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| 60471 |
PDF Processor Server
Claim
An MCP server for PDF utilities including text extraction, metadata, merge/spli…
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| 60472 |
Lark MCP Server
Claim
Enables AI models to send messages to Lark users and manage calendar events (li…
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| 60473 |
wiki-loop-mcp
Claim
MCP server that provides tools to add to, search, and manage a wiki knowledge b…
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| 60474 |
browser-mcp
Claim
Unified MCP server for browser automation (Playwright + CDP + CLI) and bookmark…
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| 60475 |
ERPNext MCP Server
Claim
Enables AI assistants to interact with ERPNext data and functionality through t…
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| 60476 |
OneSignal MCP Server
Claim
Enables OneSignal push notification workflows in Cursor, including message send…
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| 60477 |
junk-filter-mcp
Claim
An MCP server that provides RSS feed management and LLM-powered article evaluat…
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| 60478 |
exa-websets-mcp
Claim
Unified gateway to Exa, Websets, and Deep Search for code search, deep research…
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| 60479 |
jira-mcp
Claim
Enables issue search, creation, updates, comments, status transitions, and proj…
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| 60480 |
Mailosaur MCP
Claim
Enables interaction with Mailosaur email and SMS testing services, allowing mes…
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| 60481 |
HumanBrowser
Claim
Cloud Chromium for AI agents — stealth, residential proxies, captcha solving, A…
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| 60482 |
lake-of-vectors
Claim
Enables semantic search over local knowledge bases like Obsidian notes, SQLite,…
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| 60483 |
Airflow MCP Monitor
Claim
Provides read-only monitoring of Apache Airflow DAGs, including listing active …
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| 60484 |
Midnight MCP
Claim
Enables LLM clients to query a comprehensive Midnight knowledge workspace using…
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| 60485 |
paywall-mcp
Claim
Generic Lightning-paywall sidecar that wraps any stdio MCP server and requires …
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| 60486 |
fallanno-mcp
Claim
MCP server for the Fallanno platform, enabling identity management, annotation …
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| 60487 |
d3-mcp
Claim
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| 60488 |
Homey MCP Server
Claim
Enables Claude AI to control and manage Homey Pro smart home devices, flows, an…
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| 60489 |
MCP Vista CRM Loft
Claim
Enterprise-level MCP server integrating with Vista CRM (Loft Edition) for real …
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| 60490 |
forensics-mcp
Claim
A local MCP server that wraps common forensic command-line tools for CTF/forens…
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| 60491 |
simple-mcp
Claim
A Model Context Protocol (MCP) server that provides tools for interacting with …
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| 60492 |
Steam (read-only)
Claim
Read-only Steam: friends, games, playtime, achievements, sales, reviews, and li…
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| 60493 |
retro-mcp
Claim
Generates sprint retrospectives grounded in actual data from Jira, GitHub, and …
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| 60494 |
marvenn-mcp
Claim
Marvenn MCP Server
AI-powered outbound marketing automation for agencies.
Wha…
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| 60495 |
Enables deep web research and report generation through an MCP interface, provi…
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| 60496 |
videoscan-mcp
Claim
An MCP server for comprehensive video analysis — AI-powered transcription, visu…
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| 60497 |
mcpolyglot
Claim
One config, one CLI that turns your databases (Postgres, MySQL, SQLite, MongoDB…
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| 60498 |
SettleMesh
Claim
Deploy and monetize agent-built apps from one MCP. Ship a full-stack app (login…
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| 60499 |
Missive MCP Server
Claim
An MCP server that interfaces with the Missive API, enabling Claude to manage e…
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| 60500 |
yt-dlp-mcp-server
Claim
Enables AI agents to inspect, plan, download, and postprocess media from YouTub…
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