MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13951
bhuvnsh
mcp-mapmyindia ⚡ Claim 1
MCP server for India maps - place search, nearby discovery, & directions powere…
C 55 5⁄4 ◉ ⏳ 51 0 N/A 62 76 97
13952
peterjohnbeck
An MCP server that enables retrieval of historical weather data (temperature, p…
C 55 5⁄5 ◉ ⏳ 41 30 — 33 81 91
13953
jlmelis
Sanity MCP Server ⚡ Claim 2
An MCP server that enables Claude Desktop to interact with Sanity.io content, p…
C 55 5⁄5 ◉ ⏳ 53 32 — 19 81 87
13954
rayenamer
MCP Transport HTTP ⚡ Claim
A lightweight HTTP transport module that provides a simple interface for sendin…
C 55 5⁄4 ◉ ⏳ 54 35 N/A 23 95 60
13955
najva-ai
Zoekt MCP Server ⚡ Claim 1
An MCP server that provides code search capabilities for AI tools and LLMs usin…
C 55 5⁄5 ◉ ⏳ 53 33 — 45 81 64
13956
crazyrabbitLTC
Brex MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI agents to interact with Brex fi…
C 55 6⁄6 ◉ ⏳ 45 72 0 51 80 92
13957
chronis10
Enables interaction with Google Docs through a FastMCP server, allowing users t…
C 55 5⁄5 ◉ ⏳ 48 25 — 22 80 98
13958
hkchao
findtime MCP Server ⚡ Claim 2
MCP server for time in cities around the world, time zones, DST, conversion, an…
C 55 5⁄5 ◉ ⏳ 75 0 N/A 40 69 90
13959
xiaobenyang-com
AI-Persona Claim
An MCP protocol server that supports multi-AI personality summoning and collabo…
C 55 6⁄4 ◉ ⏳ 72 62 0 45 95 51
13960
regenrek
Deepwiki MCP Server ⚡ Claim 1
An MCP server that fetches and converts Deepwiki documentation into Markdown, a…
C 55 6⁄6 ◉ ⏳ 45 58 0 69 81 90
13961
rory-mccrory
A basic example MCP server built with the FastMCP framework for demonstration a…
C 55 5⁄4 ◉ ⏳ 46 12 N/A 21 95 100
13962
joaowinderfeldbussolotto
A simple Model Context Protocol server that enables searching and retrieving re…
C 55 5⁄5 ◉ ⏳ 48 31 — 23 81 90
13963
AB498
MCP server that provides computer control capabilities, like mouse, keyboard, O…
C 55 6⁄4 ◉ ⏳ 66 28 0 53 95 93
13964
Lykhoyda
ask-ollama ⚡ Claim 2
Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no AP…
C 55 5⁄4 ◉ ⏳ 75 0 N/A 75 89 39
13965
Saunved
MCP server for the Clash of Clans API. Can get player, clan information, analyz…
C 55 5⁄5 ◉ ⏳ 51 70 N/A 30 80 35
13966
KeralPatel
A production-ready MCP server that wraps the Kxcoscan blockchain explorer API i…
C 55 6⁄6 ◉ ⏳ 78 38 0 30 81 98
13967
stayce
shortcut-mcp Claim
Shortcut project management. Create, update, search stories and manage workflow…
C 55 6⁄6 ◉ ⏳ 72 65 0 45 81 64
13968
rioriost
AGE-MCP-Server ⚡ Claim 1
An MCP server that provides natural language interaction with Apache AGE graph …
C 55 6⁄6 ◉ ⏳ 71 26 0 66 81 95
13969
BalajSaleem
criterion Claim
Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Isla…
C 55 6⁄6 ◉ ⏳ 51 75 0 28 81 97
13970
Melbourneandrew
An MCP server that enables clients to extract LLM-friendly prompts from documen…
C 55 5⁄4 ◉ ⏳ 23 32 N/A 41 95 92
13971
Mieluoxxx
Things MCP Server ⚡ Claim
Integrates with Things 3 task management app on macOS via URL schemes, enabling…
C 55 6⁄4 ◉ ⏳ 72 63 0 46 95 50
13972
Sameernayeema8
Pokemon MCP Server ⚡ Claim 1
Provides tools for LLMs to interact with the PokéAPI to fetch detailed Pokémon …
C 55 5⁄5 ◉ ⏳ 48 32 — 27 84 83
13973
wojkos
An MCP server that enables AI applications to send text, HTML, and template-bas…
C 55 5⁄5 ◉ ⏳ 33 41 — 24 78 100
13974
arturvillas
Provides tools to retrieve humor-focused content, such as Chuck Norris jokes, f…
C 55 6⁄6 ◉ ⏳ 48 55 0 52 82 100
13975
JunoJunHyun
Festival Finder ⚡ Claim 1
Discover festivals worldwide by location, date, and genre. Compare options with…
C 55 5⁄4 ◉ ⏳ 54 55 N/A 24 90 42
13976
ag2-mcp-servers
An MCP server that enables interaction with OnSched's consumer-facing appointme…
C 55 5⁄5 ◉ ⏳ 45 56 — 21 83 64
13977
Aiden-Jeon
An MCP server that provides sentiment analysis functionality using TextBlob, al…
C 55 5⁄4 ◉ ⏳ 47 23 N/A 19 95 86
13978
abbasnosrat
Enables AI agents to interact with a retail cars database using SQL queries. Su…
C 55 5⁄4 ◉ ⏳ 52 17 N/A 16 95 88
13979
kcbabo
my-mcp-server ⚡ Claim 1
A Model Context Protocol server built with FastMCP that enables dynamic tool lo…
C 55 5⁄5 ◉ ⏳ 45 25 — 24 82 100
13980
SmartManoj
FastMCP Quickstart ⚡ Claim
A simple example MCP server built with FastMCP and Python that provides a greet…
C 55 5⁄5 ◉ ⏳ 48 20 — 21 84 100
13981
jenstangen1
A Model Context Protocol server that enables AI models to create and manipulate…
C 55 5⁄5 ◉ ⏳ 57 31 — 25 81 78
13982
EmilyThaHuman
Enables AI assistants to interact with PostgreSQL and Supabase databases throug…
C 55 6⁄6 ◉ ⏳ 60 68 0 20 81 94
13983
trose
Enables searching for ICE detainee locations using AI-powered natural language …
C 55 6⁄4 ◉ ⏳ 60 38 0 60 95 84
13984
Liu-creators
MySQL MCP ⚡ Claim
A tool that provides simple API to execute SQL queries and manage MySQL databas…
C 55 5⁄5 ◉ ⏳ 54 33 — 20 81 79
13985
cantian-ai
bazi-mcp ⚡ Claim
Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analy…
C 55 6⁄6 ◉ ⏳ 62 55 0 57 83 76
13986
edge-claw
ERC-8004 registered AI Agent that delivers uplifting messages via MCP (SSE tran…
C 55 6⁄6 ◉ ⏳ 60 62 0 36 81 91
13987
nwnusun-cool
A server based on the MCP framework that provides remote server management capa…
C 55 5⁄5 ◉ ⏳ 48 38 — 22 81 84
13988
posidron
PowerShell MCP Server ⚡ Claim 2
A Model Context Protocol server that enables AI assistants to execute PowerShel…
C 55 5⁄5 ◉ ⏳ 45 82 N/A 25 80 29
13989
antidump
AURA MCP Server ⚡ Claim
Enables Claude and ChatGPT to interact with AURA API for real-time DeFi portfol…
C 55 6⁄6 ◉ ⏳ 84 43 0 24 81 95
13990
shaynemeyer
Enables AI assistants to retrieve and access Google Calendar events by date thr…
C 55 5⁄5 ◉ ⏳ 54 70 — 25 81 35
13991
podaac
An MCP server that integrates AI retrievals with NASA's Common Metadata Reposit…
C 55 5⁄4 ◉ ⏳ 41 25 N/A 32 92 85
13992
D-Diaa
Gemini MCP Server ⚡ Claim 1
A Model Context Protocol server that enables Claude to interact with Google's G…
C 55 5⁄5 ◉ ⏳ 45 33 — 18 80 97
13993
andreadecorte
GABI MCP Server ⚡ Claim 1
An MCP server that exposes GABI functionality, allowing users to run queries ag…
C 55 5⁄5 ◉ ⏳ 27 35 — 41 81 98
13994
vinod827
Twitter MCP Server ⚡ Claim
Enables LLM agents to interact with Twitter (X) for searching tweets, posting c…
C 55 5⁄5 ◉ ⏳ 38 41 — 27 81 86
13995
JuanPQ26
Enables LLMs and AI applications to interact with Azure DevOps Work Items, supp…
C 55 5⁄5 ◉ ⏳ 54 17 — 23 81 99
13996
Narasimhakatta
JMeter MCP Server ⚡ Claim 1
A Model Context Protocol server that enables execution of JMeter performance te…
C 55 5⁄4 ◉ ⏳ 33 33 N/A 18 95 93
13997
filearchitect
Blank Files MCP ⚡ Claim 1
MCP server for listing and retrieving minimal valid blank files from blankfiles…
C 55 6⁄4 ◉ ⏳ 51 56 0 37 95 94
13998
aaronsb
Jira Insights MCP ⚡ Claim 1
An MCP server that allows management of Jira Insights (JSM) asset schemas, enab…
C 55 6⁄6 ◉ ⏳ 85 43 0 33 76 90
13999
katpyeon
A FastMCP-based tool that allows users to scan and filter AWS DynamoDB tables t…
C 55 5⁄5 ◉ ⏳ 54 25 — 19 80 91
14000
elleys
Enables automated collection and downloading of multimedia content (images, GIF…
C 55 5⁄4 ◉ ⏳ 42 36 N/A 23 95 77
Showing 13951–14000 of 69135 servers
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