MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55951
legalrealist
Enables querying and filtering a read-only dataset of AI-related court orders w…
N/A N/A
55952
Baneado98
chain-data Claim
Live multi-chain on-chain data: wallet portfolio, token info, gas and prices. M…
N/A N/A
55953
hypnosis
Universal Docker MCP server for AI assistants (Cursor, Claude Desktop). Manage …
55954
Wordbe
Creates Windows-compatible ZIP files from macOS by normalizing Unicode filename…
N/A N/A
55955 N/A N/A 95
55956
VRUSHIL1
A comprehensive integration that allows AI models to interact with Telegram acc…
N/A N/A 95
55957
asfbay-bit
opchain Claim
Claude Code / MCP skills for the dev pipeline: discover, spec, design, build, s…
55958
MindsetConsulting
sflight-mcp Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
55959
serpfire
Enables Claude to access Google Search Console data including search performanc…
N/A N/A
55960 N/A N/A 95
55961
rezawr
A clean, modular Model Context Protocol server implementation for LangGraph doc…
55962
juergenkoller-software
nemeton-mcp Claim
MCP bridge for [Nemeton](https://store.juergenkoller.software/en/apps/nemeton) …
N/A N/A
55963
User0856
snaprender Claim
Screenshot, extract content, and render web pages. PNG/JPEG/WebP/PDF, batch, si…
N/A N/A 95
55964
xdfzx711
Provides multilingual text translation capabilities using Baidu Translate API w…
81
55965
Pastarafian
VegaMCP Claim
A production-grade MCP server providing an autonomous AI agent swarm, persisten…
N/A N/A
55966
VIKAS9793
Enables AI coding assistants to access up-to-date, official Android documentati…
55967
OdellMoreno
An MCP server that enables signing, verifying, and managing APK files and keyst…
N/A N/A
55968
SaptaDey
Enables sophisticated reasoning workflows using graph-based representations for…
55969
medieage
Query MCP Claim
Enables IDE access to Supabase databases with SQL query execution, schema manag…
N/A N/A 95
55970
seanshin0214
AI-powered quantitative research assistant with 45 tools for causal inference m…
N/A N/A 95
55971
FabG
mcp-server Claim
Provides instructions and code to set up an MCP server using FastMCP, enabling …
N/A N/A
55972
jobsonlook
一个用于小红书API的MCP服务器,支持搜索笔记、获取内容、查看评论和发表评论等功能。
55973
hrishi2710
A powerful and flexible Datagroom MCP server implementation to read the data an…
N/A N/A
55974
az-coder-123
An MCP server that connects AI assistants to Microsoft SQL Server databases, en…
55975
tivaliy
mcp-xray Claim
A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…
55976
Magnifico4625
Locus Claim
Local persistent memory for AI coding tools. Stores project context and convers…
N/A N/A
55977
HazloPosible
Search volunteer opportunities across Spain via hacesfalta.org
N/A N/A
55978
flarewand
Enables AI assistants to generate QR codes for URLs, text, vCard, WiFi, email, …
55979
Panelica
panelica-mcp Claim
Enables natural language interaction with a Panelica hosting panel to manage do…
55980
aliomraniH
An MCP server that provides a shared memory layer for Claude across claude.ai, …
55981
zapperedge-prabhu
Enables interaction with the CMS NPPES NPI Registry to search, lookup, and vali…
N/A N/A 95
55982
Typewise
A local MCP server that breaks on demand, allowing you to test your client agai…
55983
oni-chan69
Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 t…
N/A N/A
55984
E-Conners-Lab
MCP server for executing show commands and managing Cisco IOS-XE network device…
55985
Leev1s
aa-mcp Claim
Enables AI agents to query LLM and multimodal model benchmarks, pricing, speed,…
55986
LISTENAI
commands-mcp Claim
An MCP server that lets you define and run custom shell commands via YAML templ…
N/A N/A
55987
trendsmcp
Provides weekly download counts and trend data for npm packages, enabling compa…
55988
bhayanak
MCP server enabling AI assistants to interact with the Qualys vulnerability man…
55989
AIWerk
shopify Claim
Enables AI agents to read and write Shopify store data including products, orde…
55990
boettiger-lab
An MCP server that connects AI agents to cloud-native geospatial data via STAC …
55991
tmcpro
framer-mcp Claim
Enables programmatic interaction with Framer canvas via a local MCP server and …
55992
dennisimoo
Provides AI assistants with access to neobrutalism-styled React components, ena…
55993
RemiKG
Stomped Claim
An autonomous DFIR agent that hunts timestomping and rename/move laundering on …
N/A N/A
55994
jasonsteinman
Jason-MCP Claim
Enables natural language interaction with JetBrains YouTrack, including issue m…
N/A N/A
55995
Backerss
Provides free web search, content fetching, image search, and deep research via…
N/A N/A
55996
xiaobenyang-com
quick-chart Claim
Create chart images and get instant shareable links. Customize chart types and …
N/A N/A 95
55997
gigachadtrey
chatsave Claim
N/A N/A 95
55998
pipeworx-io
Provides keyless access to NIH clinical data including ICD-10/9, RxTerms, LOINC…
55999
pace8
Test Claim
Test
N/A N/A 95
56000
yksanjo
yksanjo/gmem Claim
Crypto-aware project memory for AI coding agents. Typed entities for Solana Pro…
N/A N/A
Showing 55951–56000 of 57160 servers