MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12901
mlazag
A template for deploying authentication-free MCP servers on Cloudflare Workers.…
C 60 5⁄5 ◉ ⏳ 48 45 — 26 81 95
12902
DuttaAyush
MCP Server Demo ⚡ Claim
A demonstration server that provides tools for analyzing project structures and…
C 60 5⁄4 ◉ ⏳ 54 31 N/A 21 95 92
12903
jbwcloudflare
A tool for deploying a remote Model Context Protocol server on Cloudflare Worke…
C 60 5⁄5 ◉ ⏳ 48 66 — 38 80 66
12904
simplifier-ag
simplifier-mcp ⚡ Claim 2
MCP Server for Simplifier - manage Connectors, BusinessObjects, Datatypes and l…
C 60 5⁄4 ◉ ⏳ 81 40 N/A 62 83 29
12905
syauqi-uqi
QGISMCP ⚡ Claim 1
A Model Context Protocol server that connects Claude AI to QGIS, enabling direc…
C 60 5⁄5 ◉ ⏳ 69 27 — 36 69 98
12906
ghrud92
Loki MCP Server ⚡ Claim 1
An MCP interface that allows AI assistants to query and analyze Grafana Loki lo…
C 59 5⁄5 ◉ ⏳ 60 62 — 46 80 39
12907
cnosdb
An MCP server that enables interacting with CnosDB databases through Claude, su…
C 59 5⁄5 ◉ ⏳ 41 47 — 33 78 98
12908
mcpauth
MCPAuth ⚡ Claim
A self-hostable OAuth 2.0 server designed for the Model-Context-Protocol (MCP) …
C 59 6⁄6 ◉ ⏳ 56 68 0 56 81 100
12909
Miandari
Builds a searchable knowledge base from YouTube video transcripts with hybrid s…
C 59 5⁄5 ◉ ⏳ 60 30 — 27 81 91
12910
pinion05
Same functionality, consuming only 1/20 of the context window tokens.
C 59 6⁄6 ◉ ⏳ 80 72 0 29 81 85
12911
valyuAI
A Model Context Protocol server that provides LLMs with access to Valyu's knowl…
C 59 6⁄6 ◉ ⏳ 75 71 0 40 81 83
12912
lastmiao
Enables website security scanning and vulnerability assessment by integrating d…
C 59 5⁄4 ◉ ⏳ 54 40 N/A 21 92 81
12913
creatuluw
Enables AI assistants to manage tasks in Directus databases with automatic sche…
C 59 6⁄6 ◉ ⏳ 78 72 0 21 81 96
12914
jwangkun
Enables real-time stock market analysis through AKShare API integration. Suppor…
C 59 5⁄5 ◉ ⏳ 72 36 — 16 81 81
12915
irootsec
Integrates Shodan search capabilities into MCP-compatible applications for disc…
C 59 5⁄5 ◉ ⏳ 58 43 — 18 81 88
12916
illuminaresolutions
n8n MCP Server ⚡ Claim 3
An MCP server enabling secure interaction with n8n workflows, executions, and s…
C 59 6⁄6 ◉ ⏳ 75 66 0 44 78 90
12917
greedy52
teleport-docs-mcp ⚡ Claim
Enables AI assistants to search and retrieve information from Teleport document…
C 59 5⁄5 ◉ ⏳ 56 22 — 44 81 94
12918
clicon
Clixon MCP Server ⚡ Claim
Enables AI agents to fetch and query network device configurations from Clixon-…
C 59 5⁄5 ◉ ⏳ 54 41 — 27 80 91
12919
tachote
Enables out-of-band interaction testing by integrating ProjectDiscovery's inter…
C 59 6⁄6 ◉ ⏳ 66 68 0 44 81 98
12920
HuggingAGI
MCP server based on baostock, providing access and analysis capabilities for Ch…
C 59 5⁄5 ◉ ⏳ 54 33 — 27 82 98
12921
feenlace
mcp-1c Claim 1
MCP server for 1C:Enterprise — AI assistant sees your configuration and generat…
C 59 5⁄5 ◉ ⏳ 73 0 N/A 62 81 82
12922
apito-io
Apito MCP Server ⚡ Claim 1
Enables LLMs to interact with Apito's system GraphQL API to build and manage he…
C 59 6⁄6 ◉ ⏳ 80 65 0 29 80 92
12923
molavec
MCP YAML API ⚡ Claim 2
A Model Context Protocol server that creates tools from API configurations defi…
C 59 5⁄5 ◉ ⏳ 69 65 — 25 81 42
12924
b-open-io
A collection of Bitcoin SV tools for the Model Context Protocol that enables AI…
C 59 6⁄6 ◉ ⏳ 86 43 0 56 81 91
12925
CryptoDappDev
Integrates Piper TTS into the Model Context Protocol, allowing AI assistants to…
C 59 5⁄4 ◉ ⏳ 50 35 N/A 19 95 90
12926
TheOneTrueNiz
Enables searching and retrieving articles, citations, and structured content fr…
C 59 5⁄5 ◉ ⏳ 72 0 — 53 81 95
12927
tomekkorbak
Strava MCP Server ⚡ Claim 1
A Model Context Protocol server that provides language models with access to St…
C 59 5⁄5 ◉ ⏳ 47 37 — 44 81 89
12928
nictuku
A template repository for creating custom Model Context Protocol (MCP) servers …
C 59 5⁄4 ◉ ⏳ 60 27 N/A 39 94 75
12929
jasper-zsh
Enables ESP-IDF firmware development through MCP by providing tools to manage E…
C 59 5⁄4 ◉ ⏳ 48 36 N/A 18 90 99
12930
vinayak-mehta
mcp-browser-use ⚡ Claim 1
An MCP server that connects any MCP client (like Claude or Cursor) with the bro…
C 59 5⁄5 ◉ ⏳ 47 23 — 64 81 91
12931
xiguaxiaome
xigua-MCP Claim 1
A Model Context Protocol server that extends AI capabilities through tools for …
C 59 5⁄5 ◉ ⏳ 45 55 — 16 81 90
12932
izzanzahrial
MCP Server ⚡ Claim
A Python implementation of the Model Context Protocol (MCP) that connects clien…
C 59 5⁄5 ◉ ⏳ 66 26 — 26 77 96
12933
bakhruhk
Automatically generates Anki flashcards from Notion pages by extracting questio…
C 59 5⁄5 ◉ ⏳ 48 36 — 34 81 96
12934
zsembek
Cube.js MCP Server ⚡ Claim
Enables AI assistants to query and analyze data from Cube.js analytics platform…
C 59 5⁄5 ◉ ⏳ 66 38 — 24 76 85
12935
namiraprita
Polyglot ⚡ Claim 1
An MCP server that provides standardized translation services across six langua…
C 59 5⁄5 ◉ ⏳ 39 62 — 41 81 72
12936
jikime
YouTube Toolbox ⚡ Claim 1
An MCP server that provides AI assistants with powerful tools to interact with …
C 59 5⁄5 ◉ ⏳ 57 43 — 22 81 88
12937
ZaharGusyatin
An MCP server designed for React Native and Expo development that provides spec…
C 59 6⁄4 ◉ ⏳ 57 68 0 42 92 96
12938
Talismanic
URL Shortener MCP ⚡ Claim
Provides a simple tool to shorten URLs using the CleanURI API, designed to run …
C 59 5⁄5 ◉ ⏳ 60 20 — 42 81 94
12939
xiaobenyang-com
arxiv-paper ⚡ Claim
A paper retrieval and content parsing tool based on arXiv, supporting paper sea…
C 59 6⁄4 ◉ ⏳ 72 67 0 45 95 72
12940
shashi29vs
Provides time filter tools for CX Dashboard integration, allowing users to set …
C 59 5⁄5 ◉ ⏳ 54 37 — 21 81 100
12941
0lovesakura0
Enables Claude Desktop to search private documents using Azure AI Search and pe…
C 59 5⁄5 ◉ ⏳ 60 32 — 22 81 93
12942
srirama7
Enables comprehensive system monitoring and diagnostics through 18 tools that p…
C 59 5⁄4 ◉ ⏳ 60 27 N/A 24 95 82
12943
tarakomasu
Accurately counts Japanese text characters using grapheme clusters, properly ha…
C 59 6⁄6 ◉ ⏳ 66 71 0 54 81 88
12944
Fogrexon
Creates and visualizes network diagrams through MCP tools for adding nodes and …
C 59 5⁄4 ◉ ⏳ 72 52 N/A 30 95 32
12945
luochang212
Card Magic MCP ⚡ Claim 1
Implements the Chico & Dico card magic trick by encoding a hidden fifth card wi…
C 59 5⁄5 ◉ ⏳ 56 41 — 50 83 62
12946
tylerjharden
flemcee ⚡ Claim 1
An MCP server that enables remote control and automation of FL Studio via the f…
C 59 5⁄4 ◉ ⏳ 53 28 N/A 39 80 97
12947
celestialdust
A LangGraph-powered research agent that performs iterative web searches using G…
C 59 6⁄6 ◉ ⏳ 82 53 0 42 82 91
12948
ish-joshi
Leonardo MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to generate images u…
C 59 5⁄5 ◉ ⏳ 59 33 — 23 81 93
12949
damerakd
MCP Weather Server ⚡ Claim
Provides tools to retrieve current weather conditions and daily forecasts for c…
C 59 5⁄5 ◉ ⏳ 54 30 — 27 83 98
12950
dshemendiuk
Enables interaction with SendPulse Chatbots API to manage chatbot accounts, ret…
C 59 6⁄6 ◉ ⏳ 62 71 0 40 81 99
Showing 12901–12950 of 69111 servers
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