MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 7 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57101
divineapi
Official MCP server for Western Astrology by Divine API. 53 tools covering Nata…
— ○ ⏳ — N/A N/A — 95 —
57102
him0
showcase-mcp Claim
MCP server that opens a native desktop window to display rich content (Markdown…
— ○ ⏳ — N/A N/A — — —
57103
baobab-tech
Enables AI assistants to search, explore, and query Calgary's open data portal …
— ○ ⏳ — N/A N/A — — —
57104
pete-builds
mcp-phish Claim
Combines phish.net and phish.in APIs into twelve tools for setlists, songs, jam…
— ○ ⏳ — — — — — —
57105
auten-ai
Auten Claim
Computer use for Claude Code, Codex, Cursor or any MCP client: your computer + …
— ○ ⏳ — N/A N/A — — —
57106
cyanheads
Search bills, legislators, committees, and events across all 50 US states, DC, …
— ○ ⏳ — — — — — —
57107
kapilnankani90
Integrates with Google Docs and Gmail to append content to documents and create…
— ○ ⏳ — — — — — —
57108
KNambiarDJsc
meridian-mcp Claim
Local-first compliance scanner for DPDPA 2023/2025, RBI FREE-AI, SEBI AI/ML & E…
— ○ ⏳ — N/A N/A — — —
57109
CSOAI-ORG
diff-ai-mcp Claim
diff-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
57110
mz462
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
— ○ ⏳ — — — — — —
57111
yuechen
plaid-mcp Claim
A local MCP server that provides read-only SQL access to financial accounts via…
— ○ ⏳ — N/A N/A — — —
57112
VelkyVenik
Multi-user OAuth 2.1 gateway allowing a trusted circle to connect their Garmin …
— ○ ⏳ — — — — 81 —
57113
arbazex
An MCP server that provides tools to look up and verify Australian businesses u…
— ○ ⏳ — — — — 81 —
57114
aws-mcp Claim 1
AWS MCP server — call any AWS API from AI assistants, with first-class SSO re-l…
— ○ — N/A N/A — 81 —
57115
zjl13031-byte
prection Claim
— ○ ⏳ — N/A N/A — 95 —
57116
crony-io
MCP server for generating advanced mock 2D PNG assets for game prototypes.
— ○ ⏳ — N/A N/A — — —
57117 — ○ ⏳ — N/A N/A — 95 —
57118
zueai
A lightweight MCP server that interacts with the Neon REST API, deployable on C…
— ○ ⏳ — — — — 81 —
57119
tarsemx15-lgtm
Simplest way to run a stateless MCP server on Cloudflare Workers, using createM…
— ○ ⏳ — — — — — —
57120
Sanpelegrino
Tableau MCP Claim
Enables AI applications to interact with Tableau through tools for querying dat…
— ○ ⏳ — — — — — —
57121
lakshmidevi2016
A modular MCP server exposing tools for integrating with services like GitHub, …
— ○ ⏳ — — — — — —
57122
AdekunleBamz
Listens to Monad testnet for new blocks and provides a REST API to query the la…
— ○ ⏳ — — — — — —
57123
pieeee
DocMCP Claim
Index any documentation website and search it from AI coding assistants via the…
— ○ ⏳ — N/A N/A — — —
57124
xie38388
looply Claim
Looply AI call center MCP Server - manage calls, leads, contacts, and analytics.
— ○ ⏳ — N/A N/A — 75 —
57125
segentic-lab
Website & web-app testing built for AI agents rather than raw browser bindings:…
— ○ ⏳ — N/A N/A — — —
57126
iomz
Levitate Claim
Lifts local stdio MCP servers into remote Streamable HTTP endpoints for cloud-h…
— ○ ⏳ — N/A N/A — — —
57127
Dumpling-AI
Access data, web scraping, and document conversion APIs by [Dumpling AI](https:…
— ○ ⏳ — — — — 81 —
57128
EenticE
Provide a flexible scaffold for building MCP servers with ease. Accelerate deve…
— ○ ⏳ — N/A N/A — 95 —
57129
Drahoxx
Execute Python code via subprocess with timeout and error handling, returning s…
— ○ ⏳ — N/A N/A — — —
57130
minikdj
MCP server for birding trip planning with migration forecasts, hotspot analysis…
— ○ ⏳ — N/A N/A — — —
57131
AwardTravelFinder
Search award flight availability and points pricing across 27 airlines and 23 l…
— ○ ⏳ — — — — — —
57132
ringo380
A comprehensive MCP server for Google Sheets integration with Claude, enabling …
— ○ ⏳ — — — — — —
57133
willy5xx
odoo_mcp Claim
Connects AI agents in Cursor to an Odoo instance, enabling natural language man…
— ○ ⏳ — N/A N/A — — —
57134
mosse
Enables querying 10,000 years of historical social-complexity data from the Ses…
— ○ ⏳ — — — — — —
57135
GleisonOliveira
An MCP server that lets AI agents run PHP unit and integration tests inside Doc…
— ○ ⏳ — N/A N/A — — —
57136
kimhjort
Provides access to real-time Danish road traffic events, roadworks, and queues …
— ○ ⏳ — — — — — —
57137
MCP server providing Playwright test generation wizard with intelligent prompts…
— ○ — N/A N/A — 81 —
57138
ai4xedu
TabTree Claim
Build mind maps, kanban boards and whiteboards in your TabTree account, team sp…
— ○ ⏳ — N/A N/A — — —
57139
CRED-CLUB
aws-cost-mcp Claim
Enables querying AWS Cost and Usage Report data via Amazon Athena for cost-effe…
— ○ ⏳ — — — — — —
57140
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, κ-bands, and fold operations…
— ○ ⏳ — N/A N/A — — —
57141
Alooswr
Local stdio MCP server for long-term engineering memory, enabling Codex to stor…
— ○ ⏳ — N/A N/A — — —
57142
carlosventurar
mcp-typebot Claim
Enables natural language management of Typebot bots: create, update, publish, l…
— ○ ⏳ — N/A N/A — — —
57143
LicentiumIO
Compass Claim
Ground your LLM in EU financial, crypto and AI regulation, verbatim and cited, …
— ○ ⏳ — N/A N/A — — —
57144
Kinglions
Design-to-code artifact pipeline for UI screenshots, Figma node data, and visua…
— ○ ⏳ — N/A N/A — — —
57145
iclaudiumihaila
Enables programmatic control of Safari browser on macOS for web automation, tes…
— ○ ⏳ — N/A N/A — — —
57146
nayakprashant
Exposes Selenium WebDriver as an MCP server, enabling AI agents and LLMs to con…
— ○ ⏳ — N/A N/A — — —
57147
fastmcp-me
mcp-acp Claim
Enables management of Ambient Code Platform (ACP) sessions, including creating,…
— ○ ⏳ — — — — — —
57148 — ○ ⏳ — N/A N/A — 95 —
57149
LizzleChen
Your AI's DFW guide: events, appraisals, Dallas 311, crime, floods, schools, ut…
— ○ ⏳ — N/A N/A — — —
57150
lars-kerkhof
Provides tools for Dutch energy market data: day-ahead and imbalance prices, we…
— ○ ⏳ — — — — 81 —
Showing 57101–57150 of 69111 servers