MCP Server Quality Scores

Independent quality analysis of 69199 public MCP servers

69199
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50851
itsmeadarsh2008
Enables searching and retrieving Reflex documentation, including full-text sear…
— ○ ⏳ — — — — — —
50852
rnd-pro
Aggregates tools from multiple MCP servers, acting as a proxy to provide unifie…
— ○ ⏳ — N/A N/A — — —
50853
jeon3709-dev
vworld-mcp Claim
Enables to query South Korean cadastral and land information (parcel boundaries…
— ○ ⏳ — N/A N/A — — —
50854
NYR1-dev
Demonstrates how to develop and run a serverless MCP server using Netlify Funct…
— ○ ⏳ — — — — — —
50855
Yummybait-fin
A keyless MCP server that builds unsigned Uniswap v3 liquidity-position transac…
— ○ ⏳ — — — — — —
50856
pogorelov-labs
Drive a Flipper Zero wirelessly over Bluetooth LE from Claude.
— ○ ⏳ — N/A N/A — — —
50857
michielhdoteth
Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
— ○ ⏳ — — — — — —
50858
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
— ○ ⏳ — — — — — —
50859
takltc
Convert PDF, DOCX, XLSX, images, and 20+ formats to Markdown using markdown.new…
— ○ ⏳ — N/A N/A — — —
50860
yniks
blinkit-mcp Claim
An API-only MCP server for Blinkit that enables automated shopping on the India…
— ○ ⏳ — — — — — —
50861
NodeSpaceAI
Enables AI coding assistants to query a local knowledge base for persistent, se…
— ○ ⏳ — N/A N/A — — —
50862
SC-ML-cmd
ssh-mcp Claim
Enables SSH interactive session management through MCP, supporting commands, me…
— ○ ⏳ — N/A N/A — — —
50863
EddJesus
Enables searching and retrieving free photos and videos from Pexels using natur…
— ○ ⏳ — N/A N/A — — —
50864
MichaelCrowe11
MCP server for the Crowe Logic platform, enabling mycology expertise chat, cult…
— ○ ⏳ — N/A N/A — — —
50865
co-native-ab
graphdo-ts Claim
Enables AI agents to send emails and manage tasks in Microsoft To Do with scope…
— ○ ⏳ — N/A N/A — — —
50866
BusyBee3333
Comprehensive MCP server for the Etsy API v3, providing 50+ tools to manage lis…
— ○ ⏳ — — — — — —
50867
ankur106
Enables AI assistants to start and manage LLDB debugging sessions, including lo…
— ○ ⏳ — N/A N/A — — —
50868
hyprcat
mac-cua Claim
An open-source MCP server for macOS that lets AI control desktop apps in the ba…
— ○ ⏳ — N/A N/A — — —
50869
UCB-BioE-Genetic-Design-Automation
Framework for building bioengineering automation tools that AI assistants can c…
— ○ ⏳ — N/A N/A — — —
50870
sjgant80-hub
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
— ○ ⏳ — — — — — —
50871
archestra-ai
Drives a real Chromium browser with Playwright, providing a live, clickable vie…
— ○ ⏳ — N/A N/A — — —
50872
ag2-mcp-servers
jellyfin-api Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
— ○ ⏳ — — — — — —
50873
trotsky1997
Extracts text from images using PaddleOCR and outputs results in markdown forma…
— ○ ⏳ — N/A N/A — — —
50874
ankit-verma-209171
An MCP server that gives AI agents direct access to developer.android.com — sea…
— ○ ⏳ — — — — — —
50875
hktari
Enables AI agents to access and analyze financial data from Toshl Finance, incl…
— ○ ⏳ — N/A N/A — — —
50876
HelpToSave
mcp-eureka Claim
MCP server that provides access to Polish individual tax interpretations (KIS) …
— ○ ⏳ — N/A N/A — — —
50877
baptitse-jn
shelf-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
50878
abbylester1
golive-mcp Claim
Enables AI agents to deploy code to any hosting provider by creating PRs, build…
— ○ ⏳ — N/A N/A — — —
50879
Knuckles-Team
A production-grade MCP server for managing git projects, offering dynamic tool …
— ○ ⏳ — N/A N/A — — —
50880
FlorianHuo
tikz-mcp Claim
Compiles TikZ code into high-resolution PNG images, enabling AI assistants to r…
— ○ ⏳ — N/A N/A — — —
50881
vinkius-labs
Grants AI agents real-time access to the NPM registry, enabling package metadat…
— ○ ⏳ — — — — — —
50882
obto-inc
OBTO Claim
Your AI builds, deploys, and runs full-stack apps on a hosted workspace created…
— ○ ⏳ — — — — — —
50883
possibly6
An MCP server that acts as a gatekeeper for database and configuration changes,…
— ○ ⏳ — N/A N/A — — —
50884
heinrich321
An MCP server that enables querying Easy Equities and Satrix investment account…
— ○ ⏳ — N/A N/A — — —
50885
robconery
A read-only MCP server over the Cassini-Huygens mission dataset exposing tools …
— ○ ⏳ — — — — — —
50886
idowebid
Enables to interact with the Bing Webmaster Tools API for managing sites, URLs,…
— ○ ⏳ — N/A N/A — — —
50887
cuenca-mx
Enables interaction with Metabase through its API, allowing users to list cards…
— ○ ⏳ — — — — — —
50888
mawinnattapon
An MCP server for automated code review of GitHub pull requests. It checks secu…
— ○ ⏳ — — — — — —
50889
jagmohan0908
Integrates with ERPNext/Frappe API to enable AI assistants to create, read, upd…
— ○ ⏳ — N/A N/A — — —
50890
mamisoa
datetime Claim
Provides datetime functionality for Cursor IDE, enabling accurate timestamp gen…
— ○ ⏳ — N/A N/A — — —
50891
ant-intl
A Model Context Protocol (MCP) compatible server that integrates Ant Internatio…
— ○ ⏳ — — — — — —
50892
SohniSwatantra
An open-source AI agent powered by a local LLM (Qwen3.5 9B) running on decentra…
— ○ ⏳ — — — — — —
50893
justserpapi
Enables AI assistants to search Google, Maps, Trends, and other web data throug…
— ○ ⏳ — — — — — —
50894
ashishpatill
An MCP server that captures rendered UI, diagnoses design tells and consistency…
— ○ ⏳ — N/A N/A — — —
50895
neryams
journal-rag Claim
Hybrid retrieval MCP server for searching team markdown journals using BM25 and…
— ○ ⏳ — N/A N/A — — —
50896
diegokoes
tachy Claim
A self-hosted knowledge engine that enables Claude Code to fetch, analyze, and …
— ○ ⏳ — — — — — —
50897
niawjunior
Open Context Claim
AI context management for codebases – enables Claude Code to read, search, and …
— ○ ⏳ — — — — — —
50898
pelegreenall
Enables Claude to perform full SEO audits on unpublished HTML, Markdown, or Wor…
— ○ ⏳ — N/A N/A — — —
50899
friozi
Provides a tool to retrieve today's 2026 FIFA World Cup matches, including team…
— ○ ⏳ — N/A N/A — — —
50900
proxziima
Enables AI agents to explore Unity Catalog metadata, execute SQL queries, and a…
— ○ ⏳ — N/A N/A — — —
Showing 50851–50900 of 69199 servers