MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30382
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61301
ampcome-mcps
Connect your Supabase projects to Cursor, Claude, Windsurf, and other AI assist…
N/A N/A
61302
lisabrennan1996
Fast, local PDF parsing as an MCP server with text extraction, bounding boxes, …
N/A N/A
61303
Donatoni
Accela MCP Claim
A Model Context Protocol server that wraps the Accela Construct API as a curate…
N/A N/A
61304
gururajhm-neo
MCP server for TestNeo quality workflows, enabling test generation, execution, …
61305
shalonjovan
Testing MCP Claim
A universal AI-powered testing server built on the Model Context Protocol (MCP)…
N/A N/A
61306
Samir12218415
GhostMap v2 Claim
Exposes AI-augmented network reconnaissance and evasion capabilities as callabl…
N/A N/A
61307
Assay-Org
Ground GTM agents in governed, cited company truth.
61308
dceptev-byte
Scans prompts for PII and masks or redacts sensitive data locally before sendin…
N/A N/A
61309
oilst
Enables natural language trading and market data queries on Kraken Pro via Gemi…
61310
anegash
A comprehensive Google Ads API integration for AI assistants through the Model …
61311
codersag
Enables natural language interaction with ANSYS Mechanical simulation software …
N/A N/A
61312
cybrium-ai
Provides AI coding assistants with real-time security scanning superpowers, inc…
N/A N/A
61313
turnono
Enable seamless time tracking and reporting for Azure DevOps work items by inte…
N/A N/A 95
61314
rcdelacruz
Enables hybrid web search and intelligent content extraction, combining semanti…
N/A N/A 95
61315
Ola-Turmo
MCP server that auto-emits tamper-evident receipts for every tool call, enablin…
61316
johnjanthony
Switchboard Claim
A human-in-the-loop input gateway for AI coding agents that lets agents pause m…
N/A N/A
61317
Chris-June
A sophisticated AI-powered server providing intelligent, context-aware conversa…
61318
uitkhoanna
An MCP server that audits zero-knowledge circuits (Circom, Noir, Halo2) for sou…
61319
smithery-ai
A Model Context Protocol server that provides read-only access to PostgreSQL da…
N/A N/A 95
61320
applogico
blipr-mcp Claim
Enables AI agents to send push alerts to your phone via Blipr, useful for notif…
61321
3hs-labs
ms-teams-mcp Claim
MCP server providing access to Microsoft Teams chats/channels, Outlook emails, …
61322
dmang-dev
mcp-ppsspp Claim
Drive PSP games through [PPSSPP](https://www.ppsspp.org)'s built-in WebSocket d…
N/A N/A
61323
Snack-JPG
ghl-mcp Claim
MCP server for GoHighLevel API v2 that provides 50+ tools for CRM, billing, mar…
61324
constripacity
Session checkpoint & recovery for Claude Code: resume, search, tag, and export …
N/A N/A 95
61325
onionuser79
Operate packet-radio digipeater nodes from Claude and other MCP clients.
N/A N/A
61326
raeseoklee
artifacty Claim
A local, agent-to-agent artifact exchange for LLM workflows. Enables MCP-capabl…
N/A N/A
61327
Alby2007
PLTM-Claude Claim
An MCP server that gives Claude Desktop persistent memory, self-awareness, epis…
N/A N/A
61328 N/A N/A 95
61329
esanum
mcp-mautic Claim
Comprehensive MCP server for the Mautic marketing automation API, providing 203…
N/A N/A 95
61330
sigmade
Provides lightweight Git merge analysis with quick overviews of changes, file l…
N/A N/A
61331
frangoulutakenos
A hybrid MCP server that allows users to manage tasks through Claude Desktop or…
81
61332
saleshandy
Generates API documentation in Confluence from Swagger/OpenAPI specs or NestJS …
N/A N/A
61333
praveen030686
Yantrix MCP Claim
Dynamic MCP server — 30+ tools across fact verification, agent memory, Indian N…
81
61334
site-shot
Website screenshot API for AI agents. Real Chromium rendering, full-page captur…
61335
Suganthan-Mohanadasan
An MCP server for BigQuery that lets Claude answer questions about your search …
61336
hoducha
A Model Context Protocol (MCP) server that exposes Kanboard API functionality t…
61337
the-hash-slinging-slasher
Aggregates news from multiple sources including Hacker News and RSS feeds, with…
N/A N/A
61338
wkoverfield
Quilt Claim
Quilt gives every AI agent line-level authorship in a shared Git checkout, so m…
N/A N/A
61339
PraveenJayaprakash-JP
RepoMemory Claim
A project intelligence platform for AI coding agents that scans, audits, genera…
N/A N/A
61340
Batonec
Enables personal AI-driven portfolio analysis and management for Tinkoff Invest…
61341
David-Felipe-Trejos
Enables CRUD and analytical operations on a SQLite inventory database, includin…
N/A N/A
61342
tickiti
tickiti-mcp Claim
An MCP server that exposes the Tickiti helpdesk API to AI assistants, enabling …
61343
ackey-web
Enables autonomous AI agents to conduct non-custodial commerce using JPYC stabl…
N/A N/A
61344
mikhashev
Law7 MCP Claim
Provides AI assistants with up-to-date legal documents from official sources, e…
N/A N/A
61345
axel-belfort
PDF document generation API for AI agents. Generate PDFs from HTML or Markdown:…
81
61346
MichaelGagnon13
cura-mcp Claim
Enables AI agents to slice 3D models (STL files) headlessly using UltiMaker Cur…
N/A N/A
61347
dazeb
Harvests React components from Aceternity UI and Shadcn UI, fetching code and m…
61348
Rexpeto
Enables AI assistants to verify claims about Venezuela's June 2026 earthquake u…
N/A N/A
61349
rani700
CareerPilot Claim
An AI job-hunt copilot that enables searching live job boards, shortlisting ope…
61350
earniverse
lumind-mcp Claim
Enables AI agents to browse the Lumind service catalogue, check budgets, launch…
Showing 61301–61350 of 64186 servers