MCP Server Quality Scores

Independent quality analysis of 69007 public MCP servers

69007
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65101
vibefix
vibefix-mcp Claim
Your AI built it. It broke. Post the bug, a real developer fixes it. VibeFix i…
— ○ ⏳ — N/A N/A — 95 —
65102
ahmeda14960
mcp-comms Claim
Enables multiple AI agents to communicate and coordinate via a shared SQLite-ba…
— ○ ⏳ — N/A N/A — — —
65103
agent-sh
Controls a real Linux desktop from any MCP host. Reads accessibility trees, tak…
— ○ ⏳ — N/A N/A — — —
65104
adarsh-devappsys
devctl-mcp Claim
An MCP server that lets Claude manage long-running development processes across…
— ○ ⏳ — N/A N/A — — —
65105
wukaka
A JavaScript reverse engineering MCP server for Firefox with stealth capabiliti…
— ○ ⏳ — N/A N/A — — —
65106
inspizzz
MCP server for interacting with cloud deployments of Jetbrains Datalore platfor…
— ○ ⏳ — — — — 81 —
65107
arjunkmrm
World Clock Claim
Get the current time in any timezone. Set a default timezone for fast lookups. …
— ○ ⏳ — N/A N/A — 95 —
65108
cognis-digital
creatorforge Claim
MCP server for AI content generation, enabling agents to learn a voice, generat…
— ○ ⏳ — N/A N/A — — —
65109
jeeftor
Inspect and safely operate Audiobookshelf libraries over MCP.
— ○ ⏳ — N/A N/A — — —
65110
a1c-ai-agent
Sally Skills Claim
Plug Sally AI into your agent. The clinical-grade health intelligence behind A1…
— ○ ⏳ — — — — — —
65111
LetRetroHQ
Enables AI coding tools to access LetRetro retrospectives, boards, cards, and t…
— ○ ⏳ — N/A N/A — — —
65112
inity13
store Claim
Search, preview, and buy 500+ MIT-licensed digital developer products from Data…
— ○ ⏳ — — — — — —
65113
RextonWong
sellabot-mcp Claim
An MCP server that exposes marketplace seller operations (Shopee first) as tool…
— ○ ⏳ — N/A N/A — — —
65114
ivo-toby
Generates podcast audio from scripts using Google Gemini TTS, supporting single…
— ○ ⏳ — — — — — —
65115
jordan-s648
Real-time Polymarket analytics for AI agents. Query live prediction market data…
— ○ ⏳ — — — — 81 —
65116
redhat-community-ai-tools
igloo-mcp Claim
MCP server for searching and retrieving content from Igloo digital workplace in…
— ○ ⏳ — — — — — —
65117
AcosX
Enables executing shell commands on the host system via an MCP tool, with JWT/O…
— ○ ⏳ — — — — — —
65118
javierlnmn
Provides MCP tools for discovering Groupon-style deals (search, get, compare) f…
— ○ ⏳ — N/A N/A — — —
65119
suryarajendhran
Enables read-only interaction with Hasura GraphQL APIs, including table explora…
— ○ ⏳ — — — — — —
65120
mediar-ai
screenpipe Claim
🎖️ 🦀 🏠 🍎 Local-first system capturing screen/audio with timestamped indexing, S…
— ○ ⏳ — N/A N/A — 95 —
65121
g2zz
A local MCP server that delegates tasks to a subagent runtime via OpenAI-compat…
— ○ ⏳ — N/A N/A — — —
65122
cuer-bot
Enables web search via Brave Search API with freshness filters, full page conte…
— ○ ⏳ — N/A N/A — — —
65123
maximeallanic
MCP server for Carrefour Drive that enables AI assistants to search products, m…
— ○ ⏳ — N/A N/A — — —
65124
Ballindaboy
Enables language models to interact with Bitrix24 CRM, providing tools to manag…
— ○ ⏳ — N/A N/A — — —
65125
TIMBOTGPT
Enables screen capture, OCR text extraction, and automated clicking on macOS th…
— ○ ⏳ — N/A N/A — — —
65126
scairnx
mcp-saphana Claim
MCP server for SAP HANA enabling querying, schema exploration, and bulk data ex…
— ○ ⏳ — — — — — —
65127
rauls-kjarners
A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Anti…
— ○ ⏳ — N/A N/A — — —
65128
juliocesar
monkeysee Claim
Enables MCP clients to drive a real, logged-in Chrome browser for web automatio…
— ○ ⏳ — N/A N/A — — —
65129
RyansitoTeroAI
Enables ChatGPT to interact with noCRM leads for outreach tracking, including l…
— ○ ⏳ — — — — — —
65130
sole03
Captures code modifications via AST analysis, generates reusable rules, and inj…
— ○ ⏳ — N/A N/A — — —
65131
tinywind
bash-mcp Claim
Enables executing shell commands without permission prompts, including running …
— ○ ⏳ — N/A N/A — — —
65132
Wuniq
The structured memory layer your AI is missing. Requires the free Wuniq desktop…
— ○ ⏳ — N/A N/A — — —
65133
cyanheads
MET Museum collection via MCP — 500K+ artworks, metadata, provenance, open-acce…
— ○ ⏳ — — — — 69 —
65134
MCP-Mirror
Provides access to real-time satellite tracking data using the N2YO API, enabli…
— ○ ⏳ — — — — 81 —
65135
CTlanston
A local TypeScript MCP server for macOS that connects to Chrome via CDP to sear…
— ○ ⏳ — N/A N/A — — —
65136
PiGrieco
SAM Claim
Intelligent AI memory management system with ML auto-triggers that automaticall…
— ○ ⏳ — — — — — —
65137
tijevlam
MCP server for Google Tag Manager API, enabling users to manage containers, tag…
— ○ ⏳ — — — — — —
65138
jhstatewide
MCP server for SearXNG meta search engine with enhanced error handling and para…
— ○ ⏳ — — — — — —
65139
yoshiomiyamae
Emotion MCP Claim 1
An MCP server that enables AI assistants to switch character portraits (2D imag…
— ○ ⏳ — N/A N/A — 95 —
65140
george-bobby
Modal MCP Claim
An MCP server for managing Modal — apps, containers, volumes, and secrets — and…
— ○ ⏳ — N/A N/A — — —
65141
sean-bavo
TaxFormatter Claim
Parse crypto exchange CSVs and bank statement PDFs into clean, structured trans…
— ○ ⏳ — — — — 81 —
65142
The-Doxa-Way
Doxa MCP Claim
Christian AI for any question, in any season. Bible (BSB), grace + truth. faith…
— ○ ⏳ — — — — — —
65143
flin-agency
Read-only MCP server for Meta Ads that lists and reads ad accounts, campaigns, …
— ○ ⏳ — — — — — —
65144
NagrajADesai
Enables real-time and historical Indian stock market data retrieval, including …
— ○ ⏳ — N/A N/A — — —
65145
marian-kamenistak
elc-toolkit Claim
Leadership-ratio benchmark, partnership ROI builder, community-launch readiness…
— ○ ⏳ — — — — — —
65146
millsydotdev
Daz Pilot Claim
MCP server for AI-driven DAZ Studio scene editing. Runs as a native DAZ Studio …
— ○ ⏳ — N/A N/A — — —
65147
LembaGang
Chirindo Claim
A fail-closed cryptographic gate for the MCP tool-call boundary that intercepts…
— ○ ⏳ — N/A N/A — — —
65148
red-square-software
keeping-mcp Claim
MCP server for the Keeping time-tracking API
— ○ ⏳ — N/A N/A — — —
65149
pradeexsu
Easel Claim
Local human-in-the-loop MCP server bridging AI agents to Higgsfield's web image…
— ○ ⏳ — N/A N/A — — —
65150
shinerio
Exposes CodeGraph capabilities for multiple local repositories to MCP-compatibl…
— ○ ⏳ — — — — — —
Showing 65101–65150 of 69007 servers