MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

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53551
Discovered
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29753
Scored
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2112
Verified
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16952
Complete
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Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

Newly Added

mcp F reprise B feode-mcp B Altoviz MCP Server F Thrivee — Personal Finance Intelligence F

Biggest Gainers

Wisely x402 Agent-Payment Infrastructure +48 Graffeo Coffee Roasting +46 mkdshare.DEV +45

Biggest Drops

Serverless-DB-Oracle -46 dime-experiment-tools -45 FreelanceOS -44
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53301
ebmurha
Manage Google Tasks from MCP-compatible AI clients.
 — ○ ⏳ — N/A N/A — — —
53302
Morten36
Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assist…
 — ○ ⏳ — N/A N/A — — —
53303
mcp-tools-lab
Helps citizens and businesses navigate French bureaucracy with AI, covering tax…
 — ○ ⏳ — — — — — —
53304
vocab-voyage
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
 — ○ ⏳ — — — — 81 —
53305
bsmi021
Executes Python code with safety constraints and manages Python packages throug…
 — ○ ⏳ — N/A N/A — — —
53306
Spacejnk
flkeys-mcp Claim
Verified hyper-local data API for the Florida Keys. Raccoon data covering chart…
 — ○ ⏳ — N/A N/A — — —
53307
ryancnelson
MCP server for tmux operations that provides comprehensive control over tmux se…
 — ○ ⏳ — N/A N/A — — —
53308
rishimohan
Orshot Claim
Orshot's MCP Server lets you dynamically generate images from your templates fr…
 — ○ ⏳ — — — — 81 —
53309
iflow-mcp
Acts as a bridge between AI agents (Claude, Cursor) and 1C:Enterprise databases…
 — ○ ⏳ — — — — — —
53310
tim0120
Search and reference your Claude Code conversation history directly from Claude…
 — ○ ⏳ — N/A N/A — — —
53311
jhamblin
oura-mcp Claim
Exposes the complete Oura Ring v2 API to LLM agents, including detailed sleep d…
 — ○ ⏳ — — — — — —
53312
akougkas
Enables AI agents to access academic citations, fetch metadata, and generate Bi…
 — ○ ⏳ — — — — — —
53313
simplebytes-com
Provides comprehensive domain research tools including RDAP, WHOIS, and DNS loo…
 — ○ ⏳ — — — — — —
53314
freqkflag
— ○ ⏳ — N/A N/A — 95 —
53315
proj-airi
airi-android Claim
A MCP server that enables LLMs to control Android devices via ADB, supporting i…
 — ○ ⏳ — — — — — —
53316
Lee-Becky
mcp_test Claim
— ○ ⏳ — N/A N/A — 95 —
53317
dragonkhoi
Mercury MCP Claim
Simple MCP server that interfaces with the Mercury API, allowing you to talk to…
 — ○ ⏳ — — — — — —
53318
Spring1237
n8n-MCP Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
 — ○ ⏳ — — — — — —
53319
info-kk33
## AskMia eSIM MCP Server AskMia MCP Server enables AI agents to search and se…
 — ○ ⏳ — — — — 81 —
53320
arifur9993
Workforce attendance, overtime, overnight shifts, rotating rosters, and Califor…
 — ○ ⏳ — N/A N/A — — —
53321
DevTo-AI
devto-mcp Claim
A work management MCP server for Claude Code that integrates with Jira Cloud to…
 — ○ ⏳ — N/A N/A — — —
53322
xmruuu
Enables AI assistants to search, read, and manage Zotero references locally wit…
 — ○ ⏳ — N/A N/A — — —
53323
pedroknigge
Enables Claude to access and manage a persistent, human-readable knowledge grap…
 — ○ ⏳ — N/A N/A — — —
53324
ginishuh
Model Context Protocol (MCP) server for NovelAI image generation. Create high-q…
 — ○ ⏳ — N/A N/A — — —
53325
spgoodman
An open-source implementation of the Model Context Protocol (MCP) that bridges …
 — ○ ⏳ — — — — 81 —
53326
Gabriela-707
dev-notes Claim
Enables Claude to save, list, and read notes in a '/dev-notes' directory, and f…
 — ○ ⏳ — N/A N/A — — —
53327
saltyskip
Rift Links Claim
Rift is the agentic deep linking platform, one URL works two ways: humans get r…
 — ○ ⏳ — — — — — —
53328
FlowMCP
An MCP server that provides agent-powered tools, each using an LLM agent loop t…
 — ○ ⏳ — — — — — —
53329
guillaume.beauverd
candiceai Claim
— ○ ⏳ — N/A N/A — 95 —
53330
shape-network
Provides AI assistants access to Shape's onchain data including gasback distrib…
 — ○ ⏳ — — — — — —
53331
universal-mcp
Enables interaction with WhatsApp Business tools and services through a unified…
 — ○ ⏳ — — — — — —
53332
jamesbubenik
A local-first MCP server for PageIndex — the vectorless, reasoning-based RAG fr…
 — ○ ⏳ — N/A N/A — — —
53333
victorbenazzi
Connects AI agents to the Ploomes CRM REST API, exposing 56 tools for managing …
 — ○ ⏳ — — — — — —
53334
axel-belfort
Text diff comparison API for AI agents. Compare two texts line-by-line: additio…
 — ○ ⏳ — — — — 81 —
53335
nmhaaa3218
Calculates Vietnamese Tử Vi horoscope charts, generating structured JSON with T…
 — ○ ⏳ — — — — — —
53336
alaarab
phren Claim
A persistent memory server for AI agents that stores findings, tasks, and patte…
 — ○ ⏳ — N/A N/A — — —
53337
AI-for-anyone
An intelligent game assistant for Red Alert, based on LangGraph and MCP, provid…
 — ○ ⏳ — N/A N/A — — —
53338
lekt9
tiktok-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
53339
thirrukumar
MCP server for IBM Z Hardware Management Console Web Services API integration w…
 — ○ ⏳ — N/A N/A — — —
53340
teamtinvio
Jaz AI Claim
The complete agent surface for Jaz accounting, providing 284 MCP tools and doma…
 — ○ ⏳ — — — — — —
53341
xinyuxinyuxintaihaohao
Enables AI assistants to read Garmin health and fitness data from the Chinese v…
 — ○ ⏳ — — — — — —
53342
ApacheBin
xbtest Claim
— ○ ⏳ — N/A N/A — 95 —
53343
sweetrb
Enables AI assistants to query and export from the macOS Apple Photos library u…
 — ○ ⏳ — N/A N/A — — —
53344
ServiceStack
omarchy-mcp Claim
Enables AI assistants to manage Omarchy desktop themes, including listing, swit…
 — ○ ⏳ — N/A N/A — — —
53345
pedarias
Retrieval-Augmented Generation system serving LangGraph documentation through t…
 — ○ ⏳ — N/A N/A — — —
53346
ssaikrishna862
RecruitData Claim
Unified job search MCP server that aggregates live listings from multiple job b…
 — ○ ⏳ — — — — — —
53347
ToDealMarket
Enables AI agents to perform local session-state checks for TDM, helping decide…
 — ○ ⏳ — N/A N/A — — —
53348
Eco-Wealth
A local-first MCP server stub that exposes provisioning tools for converting ec…
 — ○ ⏳ — N/A N/A — — —
53349
thomasgazzoni
vsc-mcp Claim
Exposes Language Server Protocol (LSP) functionality as Model Context Protocol …
 — ○ ⏳ — N/A N/A — — —
53350
NorthwoodsSentinel
mycelia-mcp Claim
MCP server that wraps the Mycelia mutual-aid protocol, allowing AI agents in an…
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Showing 53301–53350 of 53551 servers
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