MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58351
miguel-escribano
MCP server wrapping the openair R package for air quality data analysis, enabli…
58352
Pahinithi
Enables querying real-time and historical Colombo Stock Exchange data, includin…
N/A N/A
58353
civisanalytics
Enables interaction with the Civis Platform for data exploration, querying, and…
58354
noelrim
Midnight MCP Claim
Enables LLM clients to query a comprehensive Midnight knowledge workspace using…
N/A N/A
58355
Ellweb3
uruguay-mcp Claim
Enables AI agents to query Uruguay's open government data from multiple sources…
58356
yoy123
Automatically starts a repo-aware MCP server for the current workspace, finds a…
58357
capitansuat
Minimal MCP server for searching eBay listings via the Browse API, enabling key…
58358
retospect
precis-mcp Claim
A uniform API for agents to read, write, and search across papers, documents, c…
N/A N/A
58359
sasha-id
email-mcp Claim
MCP server for managing email via IMAP/SMTP, supporting multiple accounts and t…
N/A N/A
58360
GleidsonFerSanP
MCP server for managing AI prompts with CRUD operations, categorization, and ta…
N/A N/A
58361
dazzle-blip
ProtonScope Claim
A lightweight MCP server providing AI agents a scoped, read-and-draft-only view…
N/A N/A
58362
bawbel
Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…
N/A N/A
58363
szimmer24-kx1h
154 governed tools: healthcare, finance, real estate, C-suite. Ed25519-signed. …
N/A N/A
58364
pipeworx-io
Enables querying metadata from MyVariant.info, a comprehensive variant annotati…
58365
Ismail-2001
EduPilot Claim
A multi-agent AI tutor that delivers personalized lessons, resolves doubts with…
N/A N/A
58366
ayushnagvanshi101098-ship-it
MCP server for posting to LinkedIn, managing drafts, scheduling, commenting, an…
N/A N/A
58367
rikuson
Provides CRUD tools to manage media, tags, playlists, marks, and settings via t…
N/A N/A
58368
universal-mcp
Enables interaction with Spotify's services and tools through a standardized MC…
58369
alexrbzz
fizzy-mcp Claim
MCP server for Fizzy (Kanban tool by 37signals) that enables AI assistants to r…
58370
aaron-pienza
Integrates Claude with Salesforce for natural language interactions with Salesf…
58371
dereknguyen269
A Model Context Protocol server providing persistent memory, knowledge base, an…
N/A N/A
58372
ValentinoWang
Portable governance control-promotion CLI and MCP server.
N/A N/A
58373
pipeworx-io
data-denver Claim
Access and query Denver open geospatial data via the ArcGIS REST API, enabling …
58374
pipeworx-io
mcp-rentcast Claim
Wraps the Rentcast API to provide real estate data access for AI agents through…
58375
Arsie-codes
Provides weather data including current conditions, forecasts, and summaries vi…
58376
privatenesk
bookmark-mcp Claim
A bookmark management MCP server that enables saving, searching, and managing b…
58377
quantumleeps
mcp-units Claim
An MCP server that provides deterministic unit conversions backed by Pint, enab…
58378
shaun0927
OpenSafari Claim
An MCP server for headless mobile QA automation that controls real Safari, Flut…
N/A N/A
58379
nickjlucker
Enables AI agents to check IP reputation and abuse reports via AbuseIPDB, inclu…
N/A N/A
58380
iimsaurav
An MCP server that exposes 41 Azure DevOps tools to AI assistants, enabling man…
58381
reverse-craft
A powerful MCP server for browser debugging and reverse engineering, providing …
N/A N/A
58382
mattgotteiner
Local stdio MCP server that mirrors the public Gmail MCP server tool surface wh…
N/A N/A
58383
AiAgentKarl
Enables AI agents to perform comprehensive web accessibility checks (WCAG 2.1/2…
58384
cczzyy-cn
AI-driven CAM automation server that wraps AlphaCAM 2016 R1 COM API into MCP to…
N/A N/A
58385
kingplaybookHQadmin1
Kings Playbook sports API for AI agents: NBA/MLB/NHL lineups, projections, and …
N/A N/A
58386
waymarks
Waymark Claim
MCP server that intercepts and controls AI agent actions in your codebase by en…
N/A N/A
58387
AngelZ-YT
Drives a live ArcGIS Pro session from Claude via arcpy, enabling layer listing,…
N/A N/A
58388
botmonster
Convert raster images (PNG/JPG/WEBP/TIFF) to SVG vector format. Single tool, ac…
N/A N/A
58389
nextic-tech
Enables local text-to-speech synthesis for Claude and Cursor using Supertonic 3…
N/A N/A
58390
NicolaivdSmagt
Gives AI assistants full macOS desktop control via screenshots, mouse, keyboard…
N/A N/A
58391
lka
recipe-tools Claim
Enables extraction of recipes from PDFs or JPG files and conversion into struct…
N/A N/A
58392
onigetoc
A robust MCP server with tools to search, install, configure, repair, and unins…
N/A N/A
58393
varunity
MCP-Logseq Claim
Connects MCP-compatible AI assistants to Logseq graphs, enabling block-first op…
N/A N/A
58394
ChangooLee
Integrates 132 tools from the Korean Ministry of Legislation OPEN API to provid…
58395
rach16
Enables web search via Tavily API, dice rolling, and marketing/company news ret…
N/A N/A
58396
engalar
Enables intelligent SPARQL query execution, ontology management, and graphmart …
58397
ramoira
Exposes the Ramoira brand schema specification as MCP tools and resources, enab…
58398
doug-harrison
A FastMCP server packaged for easy installation into Dataiku code environments,…
58399
ettysekhon
Production-ready MCP server for Google Maps Platform APIs, providing 11 tools f…
58400
Akshat2190
A self-hosted memory layer for Claude using plain markdown files, enabling pers…
Showing 58351–58400 of 66484 servers