MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28873
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13151
callmybot
Count occurrences of any character in your text instantly. Specify the characte…
C 59 66 72 67 0 29 80 100
13152
Omkar4141
Test MCP Server Claim
A demonstration MCP server project showcasing both local and remote server setu…
C 59 55 62 31 30 80 86
13153
velosovictor
Graforest MCP Claim 1
Enables AI agents to build, populate, and search knowledge graphs by providing …
C 59 66 78 68 0 33 76 92
13154
Brokk-Sindre
Exposes Denmark's Statistical Bureau API as programmable resources, making it e…
C 59 55 56 36 35 82 82
13155
GodzillaDancer
MCP server for integration with Keitaro TDS API, providing tools to work with c…
C 59 55 59 82 20 81 35
13156
kukapay
An MCP server that delivers real-time market odds from Polymarket.
C 59 55 57 28 43 80 86
13157
yasukura-ms
An MCP server that allows Microsoft Copilot Studio to fetch random jokes from t…
C 59 55 53 17 46 83 100
13158
lastmiao
Enables website security scanning and vulnerability assessment by integrating d…
C 59 54 54 40 N/A 21 92 81
13159
zsembek
Cube.js MCP Server Claim
Enables AI assistants to query and analyze data from Cube.js analytics platform…
C 59 55 66 38 24 76 85
13160
IcyKallen
AWS CLI MCP Server Claim 1
An MCP server that enables Claude to generate and execute AWS CLI commands, all…
C 59 55 45 56 20 81 88
13161
6rz6
A Model Context Protocol server providing comprehensive tools to access real-ti…
C 59 66 73 56 0 44 80 100
13162
adhinugroho1711
Exposes Indodax's Private and Public REST APIs as MCP tools, enabling AI agents…
C 59 55 62 35 18 81 92
13163
Lumif-ai
Provides technical analysis tools for cryptocurrency trading data, calculating …
C 59 55 66 31 17 78 94
13164
shiquda
mediawiki-mcp-server Claim 1
A MCP server that allows you to search and retrieve content on any wiki site us…
C 59 55 61 26 43 81 85
13165
BrayanTM
MCP Gastos Claim
Enables personal expense management through CSV storage, allowing AI agents to …
C 59 54 50 30 N/A 24 95 92
13166
kpsunil97
A Model Context Protocol server that enables searching and retrieving informati…
C 59 55 63 38 17 81 89
13167
QAInsights
k6-mcp-server Claim
Grafana k6 MCP Server for performance testing
C 59 54 48 32 N/A 42 87 90
13168
bakhruhk
Automatically generates Anki flashcards from Notion pages by extracting questio…
C 59 55 48 36 34 81 96
13169
peterw
Trackings MCP Server Claim 1
Integrates Claude Desktop with trackings.ai to manage projects, configure keywo…
C 59 66 78 68 0 24 78 98
13170
yeonupark
MCP-Soccerdata Claim
An open-source MCP server that connects to the SoccerDataAPI to deliver up-to-d…
C 59 55 60 27 43 81 86
13171
Kim-soung-won
mcp-example Claim
C 59 54 30 45 N/A 26 94 100
13172
HuggingAGI
MCP server based on baostock, providing access and analysis capabilities for Ch…
C 59 55 54 33 27 82 98
13173
Pursue-LLL
Enables automated export, compression, and cloud upload of Figma design assets …
C 59 55 42 46 39 81 91
13174
jeffrade
Demo MCP Server Claim
A demonstration MCP server built with FastAPI and FastMCP that exposes a simple…
C 59 54 48 30 N/A 24 95 97
13175
tylerjharden
flemcee Claim 1
An MCP server that enables remote control and automation of FL Studio via the f…
C 59 54 53 28 N/A 39 80 97
13176
apify
apify-mcp-server Claim
Extract data from any website with thousands of scrapers, crawlers, and automat…
C 59 66 94 10 0 87 81 93
13177
11hritik11
Chess MCP Server Claim
Enables playing chess games with legal move validation and AI opponent moves po…
C 59 54 48 23 N/A 35 95 93
13178
zhangzhongnan928
A Model Context Protocol server that allows Claude to interact with Warpcast ac…
C 59 55 47 40 36 81 92
13179
magadsm
Enables safe execution of terminal commands across different shells (bash, cmd,…
C 59 54 66 53 N/A 18 95 49
13180
jwangkun
Enables real-time stock market analysis through AKShare API integration. Suppor…
C 59 55 72 36 16 81 81
13181
fotoetienne
gqai Claim
Define tools using regular GraphQL queries/mutations and gqai automatically gen…
C 59 54 92 35 N/A 49 89 18
13182
xiaobenyang-com
arxiv-paper Claim
A paper retrieval and content parsing tool based on arXiv, supporting paper sea…
C 59 64 72 67 0 45 95 72
13183
rockmelodies
PocGenius Claim
Automatically generates pocsuite3-compliant POC (Proof of Concept) code from vu…
C 59 55 66 31 39 81 74
13184
shashi29vs
Provides time filter tools for CX Dashboard integration, allowing users to set …
C 59 55 54 37 21 81 100
13185
1193776794
Frida Agent MCP Claim
An AI-driven Android dynamic analysis tool that enables AI models to perform au…
C 59 54 48 33 N/A 29 90 95
13186 C 59 54 42 37 N/A 24 95 93
13187
xiaomayisjh
Enables scientific computing, mathematical problem solving, and step-by-step ma…
C 59 55 62 32 22 81 93
13188
ish-joshi
Leonardo MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to generate images u…
C 59 55 59 33 23 81 93
13189
melody26613
Fetches current and three-day weather forecasts for any city using the wttr wea…
C 59 55 60 30 34 81 90
13190
vwinterdev
Provides access to PrimeVue documentation through MCP, enabling retrieval of co…
C 59 55 60 61 26 81 55
13191
jessicayanwang
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
C 59 66 66 61 0 54 81 94
13192
repaera
Enables AI chat integrations to manage todo lists by providing tools for adding…
C 59 66 68 67 0 35 83 100
13193
BenjaMITM
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
C 59 55 54 57 24 78 75
13194
KodyMullins
Provides tools to query e-commerce data including customer information, order d…
C 59 54 54 20 N/A 24 95 100
13195
ag2-mcp-servers
An MCP Server that enables interaction with Maharashtra's Motor Vehicle Departm…
C 59 55 45 60 21 81 81
13196
Azoraqua
Minestom MCP Server Claim 1
An MCP server designed for developers to build and manage Minestom-based Minecr…
C 59 55 63 22 79 80 57
13197
Yevanchen
Exposes Dify applications (both Chatflow and Workflow) as MCP (Model Context Pr…
C 59 55 72 36 20 81 74
13198
Richieengineer
A Cloudflare Workers-based MCP server that enables AI models to use custom tool…
C 59 55 48 58 21 81 83
13199
JackKuo666
Enables AI assistants to search and access clinical trial data from ClinicalTri…
C 59 55 64 32 19 81 94
13200
patw
Enables natural language queries against a MongoDB movie database to search fil…
C 59 55 60 25 37 82 90
Showing 13151–13200 of 33790 servers
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