MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57351
AwardTravelFinder
Search award flight availability and points pricing across 27 airlines and 23 l…
— ○ ⏳ — — — — — —
57352
Drahoxx
Execute Python code via subprocess with timeout and error handling, returning s…
— ○ ⏳ — N/A N/A — — —
57353
EenticE
Provide a flexible scaffold for building MCP servers with ease. Accelerate deve…
— ○ ⏳ — N/A N/A — 95 —
57354
segentic-lab
Website & web-app testing built for AI agents rather than raw browser bindings:…
— ○ ⏳ — N/A N/A — — —
57355
pieeee
DocMCP Claim
Index any documentation website and search it from AI coding assistants via the…
— ○ ⏳ — N/A N/A — — —
57356
AdekunleBamz
Listens to Monad testnet for new blocks and provides a REST API to query the la…
— ○ ⏳ — — — — — —
57357
lakshmidevi2016
A modular MCP server exposing tools for integrating with services like GitHub, …
— ○ ⏳ — — — — — —
57358
Sanpelegrino
Tableau MCP Claim
Enables AI applications to interact with Tableau through tools for querying dat…
— ○ ⏳ — — — — — —
57359
tarsemx15-lgtm
Simplest way to run a stateless MCP server on Cloudflare Workers, using createM…
— ○ ⏳ — — — — — —
57360
zueai
A lightweight MCP server that interacts with the Neon REST API, deployable on C…
— ○ ⏳ — — — — 81 —
57361
zjl13031-byte
prection Claim
— ○ ⏳ — N/A N/A — 95 —
57362
VelkyVenik
Multi-user OAuth 2.1 gateway allowing a trusted circle to connect their Garmin …
— ○ ⏳ — — — — 81 —
57363
mz462
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
— ○ ⏳ — — — — — —
57364
KNambiarDJsc
meridian-mcp Claim
Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & E…
— ○ ⏳ — N/A N/A — — —
57365
pete-builds
mcp-phish Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
— ○ ⏳ — — — — — —
57366
baobab-tech
Enables AI assistants to search, explore, and query Calgary's open data portal …
— ○ ⏳ — N/A N/A — — —
57367
him0
showcase-mcp Claim
MCP server that opens a native desktop window to display rich content (Markdown…
— ○ ⏳ — N/A N/A — — —
57368
jadeleke
recall-mcp Claim
Persistent, searchable memory for AI agents over the Model Context Protocol, en…
— ○ ⏳ — N/A N/A — — —
57369
eduardosm123
canvas3d-mcp Claim
Enables AI agents to create, render, and validate 3D scenes, 2D art, and games …
— ○ ⏳ — N/A N/A — — —
57370 — ○ ⏳ — N/A N/A — 95 —
57371
jhgaylor
An MCP server that provides echo resource, tool, and prompt functionality for t…
— ○ ⏳ — N/A N/A — — —
57372
LIMITLESS-Cloud
Turns Notion task databases into an intelligent task management system with aut…
— ○ ⏳ — — — — — —
57373
meltingpixelsai
Tools: - scan_token - Scan a single token for rug pull risk, honeypot status,…
— ○ ⏳ — N/A N/A — 95 —
57374
Gowindude
Connects Claude to the Canvas LMS REST API, enabling natural language queries a…
— ○ ⏳ — — — — 81 —
57375
nebuloss
Stateful radare2 MCP server tailored for reverse-engineering WiFi firmware, wit…
— ○ ⏳ — N/A N/A — — —
57376
PaddyAlton
gotask-mcp Claim
An MCP server that enables AI agents to list and run tasks defined in Taskfile.…
— ○ ⏳ — N/A N/A — — —
57377
synaptixs
Spine Claim
Exposes a governed, provenance-grounded autonomous delivery pipeline as an MCP …
— ○ ⏳ — — — — — —
57378
sjgant80-hub
MCP server for foldkit that exposes the 7-prime spine, 7 κ-bands, and 6 fold op…
— ○ ⏳ — — — — — —
57379
soulnai
Enables accessing and querying Dutch government open datasets from CBS and data…
— ○ ⏳ — — — — — —
57380
iflow-mcp
An MCP server that provides expert knowledge on the OpenAI API, powered by RAG.…
— ○ ⏳ — — — — — —
57381
TUNAKINGRWA
TunaPay Pay Claim
Your AI pays with a TunaPay prepaid card. You approve each payment in Telegram …
— ○ ⏳ — — — — — —
57382
DowneyOu
Enables interaction with VMware vCenter 8.0 REST API via a reverse proxy, provi…
— ○ ⏳ — — — — — —
57383
PhillypHenning
An MCP server that wraps the ThreeHats Foundry VTT REST API relay so an LLM age…
— ○ ⏳ — — — — — —
57384
sujkh85
MCP server providing context usage estimation, conversation compaction, and dur…
— ○ ⏳ — N/A N/A — — —
57385
hzy9981
hzy9981 Claim
https://github.com/hzy9981/vertex-ai-mcp-bridge
— ○ ⏳ — — — — — —
57386
voho
Provides atomic music-theory and MIDI tools for composing, enabling LLMs to cha…
— ○ ⏳ — N/A N/A — — —
57387
Backtest360
Backtest360 Claim
MCP server exposing the Backtest360 engine API as tools for AI agents.
— ○ ⏳ — — — — — —
57388
ssasuoirafen
Enables Claude to inspect and operate Apache Airflow over its REST API, providi…
— ○ ⏳ — — — — — —
57389
m0nkmaster
Enables AI assistants to interact with Microsoft Teams through direct API calls…
— ○ ⏳ — N/A N/A — — —
57390
zamax14
Airflow MCP Claim
A Model Context Protocol server that exposes Apache Airflow's REST API to AI ag…
— ○ ⏳ — — — — — —
57391
Mftrdnd
tradingview Claim
Connects Claude Code to your locally running TradingView Desktop app via Chrome…
— ○ ⏳ — N/A N/A — — —
57392
rafaelkocurek-nvob
agentview Claim
# agentView Premium digital signage control plane for AI agents. Create and ma…
— ○ ⏳ — — — — 81 —
57393
Perufitlife
postwire-mcp Claim
Smart Distribute: one prompt → the best native post per platform, then publish …
— ○ ⏳ — N/A N/A — — —
57394
block-88
An MCP server that enables browser control agents to plan and execute UI tasks …
— ○ ⏳ — — — — — —
57395
kevindump
mssql-mcp Claim
Exposes any Microsoft SQL Server database to AI agents with multi-database supp…
— ○ ⏳ — — — — — —
57396
nerdalytics
Runs git and GitHub CLI commands outside the macOS sandbox to bypass sandbox re…
— ○ ⏳ — N/A N/A — — —
57397
The-Endurance-Group
MCP-native sales intelligence server enabling prospect enrichment, LinkedIn scr…
— ○ ⏳ — — — — — —
57398
relaycast
Relay Claim
Facilitate seamless communication between disparate systems or services. Enable…
— ○ ⏳ — — — — 81 —
57399
jmpnop
Enables AI assistants to perform autonomous binary analysis, malware inspection…
— ○ ⏳ — N/A N/A — — —
57400
cap5192
merakimcp Claim
— ○ ⏳ — N/A N/A — 95 —
Showing 57351–57400 of 69111 servers