MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

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67286
Discovered
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32326
Scored
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2112
Verified
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16953
Complete
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Last updated 1 hour, 12 minutes ago

Grade Distribution

Score Distribution

Newly Added

TerraVue F Arbitron F WorkforceGPT F Beleeg F Lediv F

Biggest Gainers

Pinch Grocery Prices (Australia) +44 Done Bear +44 Antevo Wealth +43

Biggest Drops

BridgeToAgent — AI Readiness -60 workbench -48 AGI Alpha -47
🔍
# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57001
ambideXtrous9
StockMcp Claim
Enables stock analysis by fetching company details, profit data, and shareholdi…
 — ○ ⏳ — N/A N/A — — —
57002
LogicRoomX
Real-time crypto spread, funding rates, and cash & carry yields across Binance …
 — ○ ⏳ — — — — — —
57003
belal-elsabbagh-apex
Enables EHR Copilot operations such as order cloning, queue building, and execu…
 — ○ ⏳ — — — — — —
57004
sandeep-alluru
WorldOracle Claim
Contradiction detector and belief repairer for multi-source facts — ensures kno…
 — ○ ⏳ — N/A N/A — — —
57005
ofekron
Unified management of AI-agent configuration across Claude, Codex, and Gemini, …
 — ○ ⏳ — N/A N/A — — —
57006
Parthee-Vijaya
MCP server for Kalundborg Kommune, enabling search of content, news, popular pa…
 — ○ ⏳ — N/A N/A — — —
57007
monet88
mcp_flutter Claim
— ○ ⏳ — N/A N/A — 95 —
57008
awslabs
Enables AI agents to assess AWS environments against the AWS Security Reference…
 — ○ ⏳ — — — — — —
57009
david-choi-querypie
david-mcp7 Claim
— ○ ⏳ — N/A N/A — 95 —
57010
mindm1ner
This MCP server assists teachers experiencing educational activity infringement…
 — ○ ⏳ — — — — — —
57011
microqueryhq
MCP server to ask research questions about real-world datasets and get actual d…
 — ○ ⏳ — — — — — —
57012
mr.slametrivai
slametrivai Claim
— ○ ⏳ — N/A N/A — 95 —
57013
Dmitriusan
MCP server for extracting structured intelligence from YouTube channels and vid…
 — ○ ⏳ — — — — — —
57014
mcallaway
Enables exporting Apple Safari Reading List entries to JSON and adding new item…
 — ○ ⏳ — N/A N/A — — —
57015
PiGrieco
SAM Claim
Intelligent AI memory management system with ML auto-triggers that automaticall…
 — ○ ⏳ — — — — — —
57016
rayvapor-cell
GEMPACK MCP Claim
An MCP server that exposes the local GEMPACK CGE toolchain (TABLO, GEMSIM, HAR …
 — ○ ⏳ — N/A N/A — — —
57017
dinglebear-ai
Tailscale device, route, DNS, key, user, and ACL management over MCP and CLI.
 — ○ ⏳ — — — — — —
57018
dinglebear-ai
Gotify RMCP Claim
Gotify notifications and app, client, and message management over MCP and CLI.
 — ○ ⏳ — N/A N/A — — —
57019
simarust
A Model Context Protocol server that integrates with Phrase Strings to manage t…
 — ○ ⏳ — N/A N/A — — —
57020
nyx-builds
Agent Ledger Claim
Double-entry accounting ledger MCP server for autonomous agents that enables cr…
 — ○ ⏳ — N/A N/A — — —
57021
swalker-coalesce
Enables AI agents to interact with Coalesce and Snowflake to perform data trans…
 — ○ ⏳ — — — — — —
57022
SamtheIII
Manages Xray test cases, executions, and reports through natural language comma…
 — ○ ⏳ — — — — — —
57023
laco.tousek
libre Claim
— ○ ⏳ — N/A N/A — 95 —
57024
hhx465453939
A PubMed MCP server that enables LLMs to search, retrieve details, and download…
 — ○ ⏳ — — — — — —
57025
fluffypony
Provides clipboard access tools (get and set) for AI assistants via the Model C…
 — ○ ⏳ — N/A N/A — — —
57026
manojanasuri16
Connects Claude or any MCP client to the Strava API v3, enabling access to fitn…
 — ○ ⏳ — N/A N/A — — —
57027
MikeyBeez
Provides direct access to Ollama models for AI inference, including text genera…
 — ○ ⏳ — N/A N/A — — —
57028
planetabhi
Enables integrating Figma with AI assistants like Claude Desktop and Gemini CLI…
 — ○ ⏳ — N/A N/A — — —
57029
88plug
Controls a Linux host through structured interfaces like systemd, journald, and…
 — ○ ⏳ — N/A N/A — — —
57030
junter1989k-ai
Peru payments for AI agents — Yape / PagoEfectivo via Mercado Pago. Never holds…
 — ○ ⏳ — — — — — —
57031
huppugo1
OmniFlow Claim
Enables AI clients to automate Windows desktop applications through window mani…
 — ○ ⏳ — N/A N/A — — —
57032
respira-press
MCP server for AI-assisted WordPress editing across 12 page builders. 172 tools…
 — ○ ⏳ — — — — — —
57033
alexadler9
A small MCP server for course experiments that provides tools to read recent co…
 — ○ ⏳ — — — — — —
57034
PhelanShao
Enables AI-driven first-principles calculations for quantum chemistry and mater…
 — ○ ⏳ — N/A N/A — — —
57035
topoftheblock
This server enables AI models to access the Städel Museum's digital collection …
 — ○ ⏳ — — — — — —
57036
sebastienrousseau
Model Context Protocol server exposing the bankstatementparser library as first…
 — ○ ⏳ — — — — — —
57037
Cris-0k
A streamlined foundation for building Model Context Protocol servers in Python,…
 — ○ ⏳ — — — — 81 —
57038
Humanleap
Provides access to over 226 tools and 1,208 skills across web search, image/vid…
 — ○ ⏳ — — — — — —
57039
adu3110
flowindex Claim
Enables AI coding agents to analyze codebase behavior through entrypoints, call…
 — ○ ⏳ — N/A N/A — 95 —
57040
jennyyyyyy7528-cell
— ○ ⏳ — N/A N/A — 95 —
57041
MatheusLarcher
MCP server for managing WhatsApp instances and sending messages through Evoluti…
 — ○ ⏳ — — — — — —
57042
nlapi
Cabrini Claim
Intelligence exchange for AI agents. Contribute reasoning. Earn data. No keys r…
 — ○ ⏳ — — — — — —
57043
hrshx3o5o6
brocogni Claim
semantic browser observation for AI agents via MCP, 100% local, zero telemetry
 — ○ ⏳ — N/A N/A — — —
57044
PaulMRamirez
Enables AI assistants to interact with Yamcs mission control systems through na…
 — ○ ⏳ — — — — 81 —
57045
elliot-evno
A basic MCP server template built with FastMCP framework that provides example …
 — ○ ⏳ — N/A N/A — 95 —
57046
susancodes55
A Model Context Protocol server that enables AI assistants to fetch Reddit cont…
 — ○ ⏳ — N/A N/A — 95 —
57047
nmattox
Enables interaction with mParticle's Data Planning API to manage data plans, re…
 — ○ ⏳ — N/A N/A — — —
57048
yuandeshoulian
MCP server for fetching web pages without robots.txt restrictions, supporting a…
 — ○ ⏳ — N/A N/A — — —
57049
mpalermiti
claude-spend Claim
Provides tools for Claude to query local Claude Code token usage and cost data,…
 — ○ ⏳ — N/A N/A — — —
57050
tashfeenahmed
Enables AI assistants to search campaigns, view agent profiles, and build fundi…
 — ○ ⏳ — N/A N/A — — —
Showing 57001–57050 of 67286 servers
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