MCP Server Quality Scores
Independent quality analysis of 66484 public MCP servers
Last updated 5 hours, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58351 |
openair-3-mcp-oss
Claim
MCP server wrapping the openair R package for air quality data analysis, enabli…
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| 58352 |
CSE Market MCP Server
Claim
Enables querying real-time and historical Colombo Stock Exchange data, includin…
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| 58353 |
Civis MCP Server
Claim
Enables interaction with the Civis Platform for data exploration, querying, and…
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| 58354 |
Midnight MCP
Claim
Enables LLM clients to query a comprehensive Midnight knowledge workspace using…
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| 58355 |
uruguay-mcp
Claim
Enables AI agents to query Uruguay's open government data from multiple sources…
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| 58356 |
Automatically starts a repo-aware MCP server for the current workspace, finds a…
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| 58357 |
ebay-browse-mcp
Claim
Minimal MCP server for searching eBay listings via the Browse API, enabling key…
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| 58358 |
precis-mcp
Claim
A uniform API for agents to read, write, and search across papers, documents, c…
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| 58359 |
email-mcp
Claim
MCP server for managing email via IMAP/SMTP, supporting multiple accounts and t…
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| 58360 |
MCP server for managing AI prompts with CRUD operations, categorization, and ta…
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| 58361 |
ProtonScope
Claim
A lightweight MCP server providing AI agents a scoped, read-and-draft-only view…
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| 58362 |
Bawbel Scanner
Claim
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
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| 58363 |
Stratalize Intelligence
Claim
154 governed tools: healthcare, finance, real estate, C-suite. Ed25519-signed. …
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| 58364 |
mcp-myvariant
Claim
Enables querying metadata from MyVariant.info, a comprehensive variant annotati…
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| 58365 |
EduPilot
Claim
A multi-agent AI tutor that delivers personalized lessons, resolves doubts with…
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| 58366 |
LinkedIn MCP Server
Claim
MCP server for posting to LinkedIn, managing drafts, scheduling, commenting, an…
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| 58367 |
mcp-mediachips
Claim
Provides CRUD tools to manage media, tags, playlists, marks, and settings via t…
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| 58368 |
Enables interaction with Spotify's services and tools through a standardized MC…
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| 58369 |
fizzy-mcp
Claim
MCP server for Fizzy (Kanban tool by 37signals) that enables AI assistants to r…
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| 58370 |
Salesforce MCP Server
Claim
Integrates Claude with Salesforce for natural language interactions with Salesf…
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| 58371 |
mcp-kb-server
Claim
A Model Context Protocol server providing persistent memory, knowledge base, an…
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| 58372 |
Control-PromotionMCP
Claim
Portable governance control-promotion CLI and MCP server.
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| 58373 |
data-denver
Claim
Access and query Denver open geospatial data via the ArcGIS REST API, enabling …
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| 58374 |
mcp-rentcast
Claim
Wraps the Rentcast API to provide real estate data access for AI agents through…
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| 58375 |
bridgemcp-server-weather
Claim
Provides weather data including current conditions, forecasts, and summaries vi…
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| 58376 |
bookmark-mcp
Claim
A bookmark management MCP server that enables saving, searching, and managing b…
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| 58377 |
mcp-units
Claim
An MCP server that provides deterministic unit conversions backed by Pint, enab…
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| 58378 |
OpenSafari
Claim
An MCP server for headless mobile QA automation that controls real Safari, Flut…
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| 58379 |
mcp-abuseipdb
Claim
Enables AI agents to check IP reputation and abuse reports via AbuseIPDB, inclu…
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| 58380 |
Azure DevOps MCP Server
Claim
An MCP server that exposes 41 Azure DevOps tools to AI assistants, enabling man…
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| 58381 |
A powerful MCP server for browser debugging and reverse engineering, providing …
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| 58382 |
Gmail Local MCP
Claim
Local stdio MCP server that mirrors the public Gmail MCP server tool surface wh…
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| 58383 |
accessibility-mcp-server
Claim
Enables AI agents to perform comprehensive web accessibility checks (WCAG 2.1/2…
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| 58384 |
AlphaCAM MCP Bridge
Claim
AI-driven CAM automation server that wraps AlphaCAM 2016 R1 COM API into MCP to…
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| 58385 |
kingsplaybook-mcp
Claim
Kings Playbook sports API for AI agents: NBA/MLB/NHL lineups, projections, and …
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| 58386 |
Waymark
Claim
MCP server that intercepts and controls AI agent actions in your codebase by en…
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| 58387 |
arcgis-pro-mcp
Claim
Drives a live ArcGIS Pro session from Claude via arcpy, enabling layer listing,…
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| 58388 |
image2svg-mcp
Claim
Convert raster images (PNG/JPG/WEBP/TIFF) to SVG vector format. Single tool, ac…
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| 58389 |
supertonic3-mcp
Claim
Enables local text-to-speech synthesis for Claude and Cursor using Supertonic 3…
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| 58390 |
computer-use-mcp
Claim
Gives AI assistants full macOS desktop control via screenshots, mouse, keyboard…
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| 58391 |
recipe-tools
Claim
Enables extraction of recipes from PDFs or JPG files and conversion into struct…
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| 58392 |
mcp-easy-installer
Claim
A robust MCP server with tools to search, install, configure, repair, and unins…
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| 58393 |
MCP-Logseq
Claim
Connects MCP-compatible AI assistants to Logseq graphs, enabling block-first op…
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| 58394 |
kr-legislation-mcp
Claim
Integrates 132 tools from the Korean Ministry of Legislation OPEN API to provid…
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| 58395 |
Enables web search via Tavily API, dice rolling, and marketing/company news ret…
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| 58396 |
RMGS MCP Server
Claim
Enables intelligent SPARQL query execution, ontology management, and graphmart …
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| 58397 |
Ramoira MCP Server
Claim
Exposes the Ramoira brand schema specification as MCP tools and resources, enab…
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| 58398 |
my-portfolio-mcp
Claim
A FastMCP server packaged for easy installation into Dataiku code environments,…
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| 58399 |
google-maps-mcp-server
Claim
Production-ready MCP server for Google Maps Platform APIs, providing 11 tools f…
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| 58400 |
mcp-memory-vault
Claim
A self-hosted memory layer for Claude using plain markdown files, enabling pers…
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