MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61151
LWaetzig
Enables AI assistants to search arXiv papers, retrieve metadata, browse categor…
— ○ ⏳ — — — — — —
61152
tw00
agent2agent Claim
Enables async, authenticated messaging between AI agents with explicit authoriz…
— ○ ⏳ — — — — — —
61153
fourleafai
Job search assistant and interview prep inside any ai tool via MCP or public sk…
— ○ ⏳ — — — — — —
61154
Goryalera
Exposes Yandex DataLens operations as tools for Claude, enabling API health che…
— ○ ⏳ — — — — — —
61155
NikkeTryHard
Docs-driven MCP server for SafeTrade REST API with a generic client that reads …
— ○ ⏳ — — — — — —
61156
khill1269
ServalSheets Claim
Production-grade Google Sheets MCP server with 25 tools, 410 actions, safety ra…
— ○ ⏳ — N/A N/A — — —
61157
JiayuuWang
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
— ○ ⏳ — — — — — —
61158
leosakharoff
Bandcamp MCP Claim
Enables searching and browsing Bandcamp for albums, artists, tracks, and tags, …
— ○ ⏳ — — — — — —
61159
BenBoBenBo
An MCP server with real AI capabilities (OpenAI/Anthropic) for natural language…
— ○ ⏳ — N/A N/A — — —
61160
Pulltrader
Estimates the net amount a trading-card seller keeps when selling the same card…
— ○ ⏳ — — — — — —
61161
ShiroKSH
Enables AI agents to build and edit Roblox Studio places by inspecting, generat…
— ○ ⏳ — N/A N/A — — —
61162
labeveryday
A Model Context Protocol server providing network diagnostic tools for AI agent…
— ○ ⏳ — — — — — —
61163
tahasiddiquii
An MCP server that enforces access control on internal knowledge, ensuring agen…
— ○ ⏳ — N/A N/A — — —
61164
andyast
MCP server for sharing source-backed engineering memory across AI coding client…
— ○ ⏳ — N/A N/A — — —
61165
dantte-lp
MCP server for semantic search across the complete ObjectARX 2026 documentation…
— ○ ⏳ — N/A N/A — — —
61166
wyre-technology
immybot-mcp Claim
An MCP server for ImmyBot IT automation platform, enabling management of comput…
— ○ ⏳ — — — — — —
61167
skiddgoddamn
MCP server for building and publishing Telegram bot funnels on zaytsv.ru, enabl…
— ○ ⏳ — N/A N/A — — —
61168
fabdendev
Scans Git repositories, identifies interesting engineering work, and generates …
— ○ ⏳ — — — — — —
61169
Sukarth
Provides coding agent capabilities including file operations, terminal commands…
— ○ ⏳ — N/A N/A — — —
61170
almoore
presskit-mcp Claim
An MCP server for publishing markdown articles to Medium and Substack via unoff…
— ○ ⏳ — — — — — —
61171
as3k
scryfall-mcp Claim
Provides access to Magic: The Gathering card data via Scryfall API, including s…
— ○ ⏳ — — — — — —
61172
JoschuaSchneider
masterplan Claim
Minimal MCP server that keeps implementation plans and handoffs as plain markdo…
— ○ ⏳ — N/A N/A — — —
61173
SakuraCianna
Enables AI coding agents to orchestrate the full software development lifecycle…
— ○ ⏳ — — — — — —
61174
ksred
Enables persistent memory for Claude Desktop, allowing Claude to remember and r…
— ○ ⏳ — — — — — —
61175
kanniganfan
Multi-threaded terminal management MCP server for AI assistants, enabling async…
— ○ ⏳ — N/A N/A — — —
61176
varadfromeast
An MCP bridge that lets Codex delegate long-running agent work to the Antigravi…
— ○ ⏳ — N/A N/A — — —
61177
alphaiterations
mcp-server Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
— ○ ⏳ — N/A N/A — — —
61178
talhamsajid
Axon Pro Claim
Transforms codebases into structural knowledge graphs for AI agents and develop…
— ○ ⏳ — N/A N/A — — —
61179
Kyle-Ski
Provides LLM context on U.S. national parks by integrating National Park Servic…
— ○ ⏳ — — — — — —
61180
shubhvisputek
Exposes a unified AI interface to MetaTrader 5 over the Model Context Protocol,…
— ○ ⏳ — — — — — —
61181
SonAIengine
gwanjong-mcp Claim
Campaign-driven social engagement MCP server for authentic developer community …
— ○ ⏳ — — — — — —
61182
William-An
Provides GDB and clangd-based tools for debugging C++ programs, enabling step e…
— ○ ⏳ — N/A N/A — — —
61183
Wobani034
An MCP server to query the leparrain.com referral directory and automatically i…
— ○ ⏳ — — — — — —
61184
pipeworx-io
Lincoln County GIS — Lincoln County, North Carolina open geospatial data (ArcGI…
— ○ ⏳ — — — — — —
61185
Tavaresiqueira
Exposes Garmin Connect wellness and recovery metrics to MCP-compatible AI assis…
— ○ ⏳ — — — — — —
61186
wuzenghai616-lang
goldbean Claim
x402 Micropaid API Marketplace — 10 AI tools for agents. Crypto prices, web sea…
— ○ ⏳ — — — — — —
61187
xTeknoTaube
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
— ○ ⏳ — N/A N/A — — —
61188 — ○ ⏳ — N/A N/A — 95 —
61189
wsd1
A server that summarizes and records conversation key points, supporting adding…
— ○ ⏳ — N/A N/A — — —
61190
pipeworx-io
Enables querying Japanese national laws and ordinances via the e-Gov Law API, a…
— ○ ⏳ — — — — — —
61191
robderstadt
MCP server that enables AI assistants to access real-time vessel tracking, port…
— ○ ⏳ — — — — — —
61192
matematicsolutions
hu-eli-mcp Claim
Enables AI agents to query Hungary's official legislation database (NJT) using …
— ○ ⏳ — — — — — —
61193
markryanbotha
An MCP server that allows AI assistants to execute SQL queries against Amazon A…
— ○ ⏳ — — — — — —
61194
bdelanghe
A local, read-only MCP server that exposes verified profile, posts, corpus, and…
— ○ ⏳ — N/A N/A — — —
61195
Trainzilla
Manage clients, plans, sessions, habits, and billing on Trainzilla via one-clic…
— ○ ⏳ — — — — — —
61196
esasiyun17
MSSQL-MCP Claim
Security-first, read-only MCP server for Microsoft SQL Server, enabling safe na…
— ○ ⏳ — — — — — —
61197
ErnestoCorona
kanboard-mcp Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
— ○ ⏳ — N/A N/A — — —
61198
GuodongDai2113
A TypeScript Model Context Protocol server that provides 21 tools for interacti…
— ○ ⏳ — — — — — —
61199
IIIJHORDANIII
Reads website pages and generates one cohesive image per page, with no text and…
— ○ ⏳ — N/A N/A — — —
61200
Zutrix-Technologies
Connect your AI tools to Zutrix SEO data, enabling access to projects, keywords…
— ○ ⏳ — — — — — —
Showing 61151–61200 of 69070 servers