MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53951
elvirchik
heor-agent Claim
AI-powered Health Economics and Outcomes Research (HEOR) MCP server. 14 tools f…
— ○ ⏳ — — — — 81 —
53952
Arpit-saxena-2004
Enables AI assistants to send, search, and read emails via Gmail using OAuth2 a…
— ○ ⏳ — — — — — —
53953
idealizing
Provides image analysis, inspection, cropping, OCR, and comparison capabilities…
— ○ ⏳ — — — — — —
53954
nguyenanhducdeveloper86
mcp-powerBI Claim
Enables discovery of Power BI workspaces and semantic models via REST API and M…
— ○ ⏳ — N/A N/A — — —
53955
devyeshtandon
Compose fake chat conversations and receive deep links to a pre-filled generato…
— ○ ⏳ — — — — — —
53956
SinanTufekci
An MCP server that bridges Claude Code with Antigravity CLI using a Swarm Agent…
— ○ ⏳ — N/A N/A — — —
53957
marcomoauro
Enables LLM clients to interact with Substack's API for automations like creati…
— ○ ⏳ — — — — — —
53958
ayushgundecha
AI-powered code review assistant that analyzes repositories for security vulner…
— ○ ⏳ — N/A N/A — — —
53959
dominique-boerner
An MCP server that helps AI assistants plan and document software features usin…
— ○ ⏳ — N/A N/A — — —
53960
figuard
figuard-mcp Claim
Pre-flight spend authorization for AI agents. Set a budget, enforce limits, aud…
— ○ ⏳ — N/A N/A — — —
53961
fourleafai
Job search assistant and interview prep inside any ai tool via MCP or public sk…
— ○ ⏳ — — — — — —
53962
nsozturk
tweetkit-x Claim
MCP server that allows posting, deleting, and reading X (Twitter) tweets using …
— ○ ⏳ — N/A N/A — — —
53963
AvinashBhargav
ab_mcp Claim
A file system MCP server that confines AI assistant file tools to a single fold…
— ○ ⏳ — N/A N/A — — —
53964
Goryalera
Exposes Yandex DataLens operations as tools for Claude, enabling API health che…
— ○ ⏳ — — — — — —
53965
NikkeTryHard
Docs-driven MCP server for SafeTrade REST API with a generic client that reads …
— ○ ⏳ — — — — — —
53966
LWaetzig
Enables AI assistants to search arXiv papers, retrieve metadata, browse categor…
— ○ ⏳ — — — — — —
53967
thijs-hakkenberg
Enables LLMs to create, modify, and analyze ArchiMate architecture models using…
— ○ ⏳ — N/A N/A — — —
53968
bubon-ik
SingIt x402 Claim
Web search, page reading, prices and market data for agents via x402, in USDC o…
— ○ ⏳ — — — — — —
53969
leosakharoff
Bandcamp MCP Claim
Enables searching and browsing Bandcamp for albums, artists, tracks, and tags, …
— ○ ⏳ — — — — — —
53970
JiayuuWang
A Type 4 OAuth MCP server that enables AI assistants to interact with HubSpot C…
— ○ ⏳ — — — — — —
53971
JOSETRA44
Enables AI agents to access economic statistics from the Central Reserve Bank o…
— ○ ⏳ — — — — 81 —
53972
ShiroKSH
Enables AI agents to build and edit Roblox Studio places by inspecting, generat…
— ○ ⏳ — N/A N/A — — —
53973
khill1269
ServalSheets Claim
Production-grade Google Sheets MCP server with 25 tools, 410 actions, safety ra…
— ○ ⏳ — N/A N/A — — —
53974
BenBoBenBo
An MCP server with real AI capabilities (OpenAI/Anthropic) for natural language…
— ○ ⏳ — N/A N/A — — —
53975
andyast
MCP server for sharing source-backed engineering memory across AI coding client…
— ○ ⏳ — N/A N/A — — —
53976
tahasiddiquii
An MCP server that enforces access control on internal knowledge, ensuring agen…
— ○ ⏳ — N/A N/A — — —
53977
dantte-lp
MCP server for semantic search across the complete ObjectARX 2026 documentation…
— ○ ⏳ — N/A N/A — — —
53978
wyre-technology
immybot-mcp Claim
An MCP server for ImmyBot IT automation platform, enabling management of comput…
— ○ ⏳ — — — — — —
53979
skiddgoddamn
MCP server for building and publishing Telegram bot funnels on zaytsv.ru, enabl…
— ○ ⏳ — N/A N/A — — —
53980
Sukarth
Provides coding agent capabilities including file operations, terminal commands…
— ○ ⏳ — N/A N/A — — —
53981
shubhvisputek
Exposes a unified AI interface to MetaTrader 5 over the Model Context Protocol,…
— ○ ⏳ — — — — — —
53982
as3k
scryfall-mcp Claim
Provides access to Magic: The Gathering card data via Scryfall API, including s…
— ○ ⏳ — — — — — —
53983
fabdendev
Scans Git repositories, identifies interesting engineering work, and generates …
— ○ ⏳ — — — — — —
53984
JoschuaSchneider
masterplan Claim
Minimal MCP server that keeps implementation plans and handoffs as plain markdo…
— ○ ⏳ — N/A N/A — — —
53985
SakuraCianna
Enables AI coding agents to orchestrate the full software development lifecycle…
— ○ ⏳ — — — — — —
53986
ksred
Enables persistent memory for Claude Desktop, allowing Claude to remember and r…
— ○ ⏳ — — — — — —
53987
kanniganfan
Multi-threaded terminal management MCP server for AI assistants, enabling async…
— ○ ⏳ — N/A N/A — — —
53988
varadfromeast
An MCP bridge that lets Codex delegate long-running agent work to the Antigravi…
— ○ ⏳ — N/A N/A — — —
53989
alphaiterations
mcp-server Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
— ○ ⏳ — N/A N/A — — —
53990
SonAIengine
gwanjong-mcp Claim
Campaign-driven social engagement MCP server for authentic developer community …
— ○ ⏳ — — — — — —
53991
almoore
presskit-mcp Claim
An MCP server for publishing markdown articles to Medium and Substack via unoff…
— ○ ⏳ — — — — — —
53992
William-An
Provides GDB and clangd-based tools for debugging C++ programs, enabling step e…
— ○ ⏳ — N/A N/A — — —
53993
pipeworx-io
Lincoln County GIS — Lincoln County, North Carolina open geospatial data (ArcGI…
— ○ ⏳ — — — — — —
53994
Wobani034
An MCP server to query the leparrain.com referral directory and automatically i…
— ○ ⏳ — — — — — —
53995
Tavaresiqueira
Exposes Garmin Connect wellness and recovery metrics to MCP-compatible AI assis…
— ○ ⏳ — — — — — —
53996
wuzenghai616-lang
goldbean Claim
x402 Micropaid API Marketplace — 10 AI tools for agents. Crypto prices, web sea…
— ○ ⏳ — — — — — —
53997
xTeknoTaube
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
— ○ ⏳ — N/A N/A — — —
53998 — ○ ⏳ — N/A N/A — 95 —
53999
markryanbotha
An MCP server that allows AI assistants to execute SQL queries against Amazon A…
— ○ ⏳ — — — — — —
54000
metavolve-labs
LBrain Claim
Local-first agent memory. Source, date, bind/abstain. Permanent name: lbrain.ai…
— ○ ⏳ — N/A N/A — — —
Showing 53951–54000 of 69153 servers