MCP Server Quality Scores
Independent quality analysis of 66534 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 40451 |
@bdelanghe/site-mcp
Claim
A local, read-only MCP server that exposes verified profile, posts, corpus, and…
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| 40452 |
page-image-mcp
Claim
Reads website pages and generates one cohesive image per page, with no text and…
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| 40453 |
Agent-Cortex
Claim
An OpenAPI-driven MCP agent hub that dynamically generates MCP tools from Swagg…
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| 40454 |
plausible-whenever-mcp
Claim
MCP server that provides read access to Plausible Analytics data with natural-l…
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| 40455 |
nara-bid-mcp
Claim
Enables searching Korean procurement notices from the public data portal, with …
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| 40456 |
Rizerve MCP Server
Claim
MCP server for the Rizerve direct booking platform. Enables managing properties…
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| 40457 |
@deonpay/mcp-server
Claim
Talk to your DeonPay merchant account from any MCP-compatible AI host. Enables …
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| 40458 |
Smart Pacts MCP Servers
Claim
Provides secure, audited MCP servers for Kadena blockchain interactions, includ…
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| 40459 |
aria51 MCP Server
Claim
Enables AI coding assistants to test web accessibility by scanning URLs, detect…
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| 40460 |
Connects AI agents to Google Flights data, enabling retrieval of flight informa…
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| 40461 |
Warden
Claim
A governed MCP server enforcing RBAC outside the model, with OpenTelemetry trac…
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| 40462 |
mcp-spotify
Claim
A Model Context Protocol server that enables searching and managing Spotify mus…
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| 40463 |
data-montreal
Claim
Enables access to City of Montreal open data through the CKAN API, allowing que…
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| 40464 |
Local business data for SW Riverside County CA (Temecula, Murrieta, Menifee, La…
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| 40465 |
CrashStory MCP
Claim
A read-only MCP server that provides access to Colorado crash records, attorney…
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| 40466 |
gdep
Claim
🎮 gdep — Game Codebase Analysis Tool
Understand a Unity/UE5/Axmol project in 0.…
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| 40467 |
py-har-mcp
Claim
An MCP server for parsing and analyzing HAR files, enabling AI assistants to in…
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| 40468 |
cirdan
Claim
AI infrastructure cartographer & MCP server: fingerprints, graphs & watches liv…
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| 40469 |
mcp-clinical-doc-agent
Claim
Enables analysis of clinical trial protocols using MCP tools for document listi…
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| 40470 |
spark-mcp
Claim
MCP server for the Spark Membership platform enabling class scheduling, booking…
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| 40471 |
Polygraph
Claim
Open behavioral litmus for MCP servers — grades A–F across tool-output injectio…
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| 40472 |
markdown-new-mcp
Claim
Convert PDF, DOCX, XLSX, images, and 20+ formats to Markdown using markdown.new…
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| 40473 |
mcp-whatsms
Claim
Enterprise-grade WhatSMS integration for Claude AI providing 173 tools for SMS,…
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| 40474 |
private-journal-mcp
Claim
Stores journal entries locally with semantic search using multilingual embeddin…
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| 40475 |
mcp-predicthq
Claim
Wraps PredictHQ Events API to enable AI agents to query global event data throu…
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| 40476 |
base-batch-send-mcp
Claim
Enables AI agents to batch-send ETH or ERC-20 tokens to multiple recipients in …
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| 40477 |
Creator SEO MCP
Claim
SEO MCP server for creators. Ranks Google Search Console opportunities by ad re…
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| 40478 |
cware-hil-mcp
Claim
Human-in-the-loop MCP hub for Claude Code agents, enabling agents to ask questi…
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| 40479 |
RViz Map Image MCP
Claim
Converts a live ROS 2 occupancy map into shareable images (PNG/JPEG/base64) and…
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| 40480 |
MCP Demo Server
Claim
A demo MCP server built with FastMCP that provides simple arithmetic and weathe…
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| 40481 |
prosuite-mcp
Claim
MCP server that exposes Dira ProSuite quality verification to AI assistants, en…
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| 40482 |
shell-mcp
Claim
Gives AI agents shell access by providing a run_command tool for executing shel…
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| 40483 |
Gmail MCP Server
Claim
Enables AI assistants to search, read, and download attachments from Gmail usin…
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| 40484 |
Memo MCP Server
Claim
A filesystem-backed MCP server with REST API for AI tool integration and projec…
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| 40485 |
twitter-mcp-secure
Claim
Security-hardened MCP server for interacting with X.com (Twitter), with a fix t…
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| 40486 |
mcp
Claim
File conversion for AI agents: office docs, PDF to Word, video, and LLM-ready m…
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| 40487 |
Azure DevOps MCP Server
Claim
Enables AI assistants to interact with Azure DevOps Server 2022 through natural…
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| 40488 |
mcp-server-drive
Claim
A read-only Google Drive MCP server that allows searching files, reading file c…
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| 40489 |
Accessibility MCP
Claim
Audits web pages for WCAG 2.2 AA accessibility aligned with the GOV.UK standard…
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| 40490 |
An unofficial MCP server for RateMyProfessors.com that enables fetching profess…
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| 40491 |
skill-router-mcp
Claim
Routes SKILL.md libraries to any MCP client, enabling task matching and skill l…
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| 40492 |
Cortex
Claim
Cortex is an MCP server that helps build and maintain a project Memory Bank for…
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| 40493 |
LiveMCP
Claim
Turns Ableton Live into an MCP-accessible control surface, providing tools for …
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| 40494 |
brave-mcp-langchain
Claim
Enables Brave Search and web content fetching via MCP, and integrates as LangCh…
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| 40495 |
botverse
Claim
Transcode video, convert docs & transcribe audio for AI agents. Free $1 trial, …
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| 40496 |
archilles
Claim
Enables semantic search over local Calibre libraries via MCP, allowing AI assis…
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| 40497 |
obsidianMCP
Claim
Provides Claude with read, search, and write access to an Obsidian vault throug…
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| 40498 |
AI-Kline MCP Server
Claim
MCP server for A-share stock technical analysis and AI prediction, enabling LLM…
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| 40499 |
tldx-mcp
Claim
An MCP server for tldx that allows AI agents to brainstorm brand names and inst…
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| 40500 |
MikroMCP
Claim
MCP server for MikroTik RouterOS: typed tools, dry-run, RBAC, audit logs, and r…
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