MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35401
SuperboxAI
TrueCal Claim
Use TrueCal from AI agents to review progress, meals, targets, trends, and supp…
35402
alfonsogober
Contex Claim
Converts any OpenAPI 3.x specification into a fully functional MCP server with …
35403
bondedpath
The BondedPath MCP Server allows AI assistants to instantly search and discover…
81
35404
ronamosa
Enables AI agents to send, read, search, and organize emails via ProtonMail usi…
35405
Serverless-Devs
Automatically converts OpenAPI specifications into a Model Context Protocol (MC…
35406
cho-0820
Enables Claude to read posts, create new posts, and add comments on Padlet boar…
35407
mirecekd
Provides tools to interact with the strava.cz meal ordering system, enabling us…
35408
jairov4
fj-mcp Claim
MCP server for Forgejo that exposes tools for pull requests, repositories, and …
N/A N/A
35409
washyu
Enables AI assistants to manage infrastructure using Ansible and Terraform with…
35410
asyntheticai
Asynthetic Claim
An MCP server that gives AI coding agents verified migration maps: exactly what…
35411
Yann-J
tuma250-mcp Claim
Enables AI clients to search products, manage shopping carts, and browse order …
N/A N/A
35412
googlarz
Professional Proton Mail management with 20+ tools, advanced analytics, and sea…
N/A N/A
35413
CreateWorkerAI
MCP server for CreateWorker that lets you create and run tasks, manage knowledg…
35414
oktopeak
mycase-mcp Claim
Connect Claude to MyCase: cases, contacts, documents, tasks, calendar, calls, t…
N/A N/A
35415
gul-tekinmuhendislik
Ürünler, projeler, blog yazıları, markalar, hizmetler ve kategoriler için okuma…
N/A N/A 95
35416
rmichaelthomas
Helps AI agents author, validate, explain, draft, and test Liminate Agreements …
N/A N/A
35417
Verificate-Dev
Agentic code review, no signup to try: reality gates + frontier-model review, w…
35418
scott-zj62
sncro Claim
sncro is a lightweight MCP relay and framework plugin system that lets AI codin…
81
35419
DaVinciPicks
AI sports predictions for NBA, NFL, NHL & MLB — picks, cards, track record, sch…
N/A N/A
35420
leonavevor
A unified MCP server providing a single entry point to comprehensive travel pla…
35421
LxyMp
MCP server for npm login, publishing, and viewing package operations.
N/A N/A
35422
gamedevsam
MCP server for SiYuan Note, enabling AI integration and smart knowledge managem…
N/A N/A
35423
lassejlv
spotify-mcp Claim
Enables AI assistants to search Spotify and manage playlists, library, and play…
35424
caseSHY
aicoreutils Claim
JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and…
N/A N/A
35425
c3-yang-song
Estimates GPU requirements, training/inference costs, and cloud-vs-on-prem TCO …
N/A N/A
35426
CSOAI-ORG
date-calculator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35427
Shopify
dev-mcp Claim
Model Context Protocol (MCP) server that interacts with Shopify Dev.
86
35428
Riku-KANO
An MCP server that provides a guarded interface to the mem9 persistent memory b…
35429
AiAgentKarl
Provides AI agents with access to trending topics from Reddit and HackerNews us…
35430
Zrzzzz
Cairn Claim
MCP server that allows AI agents to read and update project progress across dif…
N/A N/A
35431
Raroford32
azm Claim
N/A N/A 95
35432
agent-sh
Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…
N/A N/A
35433
devassistantai
Manage GitHub Projects V2 efficiently by interacting with the GitHub Projects A…
N/A N/A 95
35434
mrrobey
mcp Claim
AI-summarized filings from 7 markets with special-situations screens, for resea…
N/A N/A
35435
eliu243
Connect your Oura Ring account for secure access to your data. Generate an auth…
N/A N/A 95
35436
cyanheads
Search foods, compare nutrients, and look up the full USDA FoodData Central dat…
N/A N/A
35437
chamade
Chamade Claim
Voice and chat gateway for AI agents. Joins voice meetings and DMs on Discord, …
81
35438
Detective-XH
DocGraph Claim
MCP server that indexes Markdown, Word, HTML, and PDF documents into a SQLite k…
N/A N/A
35439
andychongyz
Remote MCP deployment scaffold for Skylight's MCP server, hosted on Cloudflare …
35440
CROCODILE-CESM
MCP server for debugging regional ocean (MOM6 + CESM) model runs, combining log…
N/A N/A
35441
Swarsel
crowdsec-mcp Claim
A read-only MCP server that exposes CrowdSec decisions and alerts via the LAPI.…
35442
sena-labs
OzBridge Claim
Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…
35443
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
81
35444
yksanjo
yksanjo/gmem Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
N/A N/A
35445
islem-zaraa
Enables AI assistants to create and manipulate PowerPoint presentations program…
N/A N/A
35446
pawankumar94
Provides tools for AI agents to interact with Atlassian Confluence, enabling se…
35447
EmperorMew
83 tools: censorship intelligence (119 countries) + E2E encrypted agent messagi…
N/A N/A 95
35448
leandrosflora
MCP server for orchestrating the consignado loan journey via WhatsApp agent, ce…
35449
ezhuk
Enables LLM agents to securely monitor and control MQTT devices for building au…
35450
valu-digital
A local MCP server that bridges Claude Desktop to your WordPress site via the W…
N/A N/A
Showing 35401–35450 of 66549 servers
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