MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29865
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6951
liuchongchong1995
Allows seamless integration of DeepSeek's language models with MCP-compatible a…
B 71 55 72 75 41 81 75
6952
marouanemkm
Provides AI agents with unified access to Gmail for email management (send, rea…
B 71 55 84 58 24 81 94
6953
jhalsey87
Provides programmatic access to the NIH Reporter API for searching and retrievi…
B 71 55 94 52 19 82 92
6954
HashkeyHSK
Hashkey MCP Server Claim 1
A Model Context Protocol server that provides onchain tools for AI applications…
B 71 55 57 70 52 81 93
6955
AI-FE
Dify MCP Server Claim 2
Integrates Dify AI API to provide code generation for Ant Design components, su…
B 71 55 80 65 22 82 91
6956
cds-id
A ready-to-use starter implementation of the Model Context Protocol (MCP) serve…
B 71 55 68 70 26 81 100
6957
raphaelmarra
MCP CNPJ Intelligence Claim 2
An MCP server for querying data on 27 million Brazilian companies from the Fede…
B 71 55 69 62 49 78 96
6958
lineex
zotero-mcp Claim
B 71 54 88 36 N/A 44 90 90
6959
howiehuang220-star
Enables AI assistants to deploy and manage static websites directly through Edg…
B 71 55 88 56 27 82 91
6960
tomek7667
mcp-ctftime Claim
Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition…
B 71 55 60 61 58 81 96
6961
melaodoidao
Data.gov MCP Server Claim 3
An MCP server that provides access to government datasets from Data.gov, enabli…
B 71 55 79 100 38 82 42
6962
simplelocalize
Enables interaction with the SimpleLocalize API to manage translation keys, lan…
B 71 55 60 62 59 80 94
6963
hj1003862396
draw-flow-mcp-server Claim 1
MCP server for Next AI Draw.io - AI-powered diagram generation with real-time b…
B 71 54 57 71 N/A 36 90 94
6964
Elkhn
A Streamlit-based chat app for LLMs with plug-and-play tool support via Model C…
B 71 54 84 41 N/A 27 95 99
6965
Wayfinder-Foundry
STAC MCP Server Claim
Enables AI assistants to search and access geospatial datasets through STAC (Sp…
B 71 55 62 82 70 81 60
6966
EmilLindfors
mcp Claim 1
A crate for making MCP (Model Context Protocol) compatible programs with rust
B 71 54 72 68 N/A 24 90 89
6967
Panzer-Jack
feuse-mcp Claim 1
An MCP server that provides utilities for web developers to automate API integr…
B 71 54 63 62 N/A 67 95 67
6968
OpenTorah-ai
Enables Large Language Models to retrieve Jewish texts and commentaries from th…
B 71 55 78 53 34 82 98
6969
mansurjisan
GFS-Wave (WAVEWATCH III) forecasts and NDBC buoy wave observations
B 71 54 80 32 N/A 54 92 95
6970
pysorflow
A comprehensive Model Context Protocol (MCP) server for product inventory manag…
B 71 55 94 51 16 81 96
6971
jianchundev
Enables AI agents to access real-time Binance cryptocurrency market data includ…
B 71 55 60 68 50 82 93
6972
maxouverzou
A task management MCP server that provides tools to create, list, complete, and…
B 71 55 72 70 24 83 95
6973
BurtTheCoder
mcp-dnstwist Claim 3
MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosqua…
B 71 55 75 57 48 76 96
6974
dorianglz
Bubble MCP Claim
Enables AI assistants to interact with Bubble.io applications through the Model…
B 71 55 72 66 32 81 98
6975
jackyang25
Provides geolocation services including finding nearby transit stops and retrie…
B 71 55 84 61 21 81 97
6976
DynamicEndpoints
supabase-mcp Claim 2
An MCP server that provides tools for interacting with Supabase databases, stor…
B 71 55 69 66 45 71 98
6977
vlad-ds
Maccy Clipboard MCP Claim 1
An MCP server that gives Claude and other AI assistants access to your Maccy cl…
B 71 54 79 56 N/A 20 95 94
6978
SK-DEV-AI
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 71 54 80 38 N/A 47 88 99
6979
pujandan
Provides AI assistants with direct access to Laravel documentation, coding rule…
B 71 54 66 57 N/A 37 91 100
6980
bhubbb
Fetches web pages and converts them to clean, readable markdown format by extra…
B 71 55 78 100 18 81 57
6981
multiversx
MultiversX MCP Server Claim 1
Enables interaction with the MultiversX blockchain, allowing users to create wa…
B 71 55 62 100 N/A 29 100 49
6982
devbrother2024
A boilerplate project for quickly developing MCP servers with TypeScript, featu…
B 71 55 66 72 29 81 98
6983
nahmanmate
PostgreSQL MCP Server Claim 1
Facilitates management and optimization of PostgreSQL databases, offering analy…
B 71 55 78 100 47 81 34
6984
patch-ridermg48
Provides advanced cryptocurrency and stock market analysis using TradingView da…
B 71 55 54 82 49 81 87
6985
ibuildthecloud
Provides an interactive chess game experience through MCP tools with a web-base…
B 71 54 66 60 N/A 43 95 86
6986
kelnishi
PopUI Claim
A companion desktop app enabling bi-directional interaction between Claude Desk…
B 71 54 70 66 N/A 33 95 82
6987
crazyrabbitLTC
Analyzes codebases using Repomix and LLMs to provide structured code reviews wi…
B 71 55 86 57 34 76 93
6988
Sheshiyer
Git MCP Server Claim 2
The Git MCP Server allows AI assistants to perform enhanced Git operations via …
B 71 55 84 62 14 82 95
6989
neosun100
notebookLM2PPT Claim
Enables AI models to convert NotebookLM PDF exports into high-quality PowerPoin…
B 71 55 72 57 47 81 93
6990
mattmahowald
Enables interaction with Salesforce organizations through SOQL queries, object …
B 71 54 60 68 N/A 25 95 100
6991
CalamityAdam
MCP Todo Claim
Enables users to manage a persistent todo list through natural language, suppor…
B 71 55 74 68 28 81 95
6992
yasg1988
MCP Rosreestr Claim
Enables retrieval of Russian real estate cadastral data including coordinates, …
B 71 55 84 63 39 81 75
6993
bitscorp-mcp
A Node.js server that enables video manipulation through natural language reque…
B 71 54 54 68 N/A 34 95 100
6994
krutikkkkkkkkk
shadcn MCP Server Claim
Enables AI assistants to discover, install, and generate code examples for shad…
B 71 55 78 52 39 81 100
6995
jaipandya
MCP server for Product Hunt. Interact with trending posts, comments, collection…
B 71 54 57 73 N/A 31 92 98
6996
Angeluis001
Playwright MCP Claim 1
A Model Context Protocol server that provides browser automation capabilities u…
B 71 55 57 66 54 81 96
6997
peximo
Drupal MCP Server Claim
Enables AI models to interact with Drupal 10+ sites via JSON:API for querying, …
B 71 55 78 67 24 81 93
6998
KasarLabs
Cairo Coder Claim
The most powerful open-source Cairo code generator.
B 71 55 78 68 28 81 91
6999
brunocpf
Finds the closest Tailwind CSS palette colors to any given CSS color value. Sup…
B 71 54 66 61 N/A 26 95 96
7000
vinhphamai23
Integrates the Brave Search API to provide web and local search capabilities, i…
B 71 55 78 67 27 82 91
Showing 6951–7000 of 58579 servers
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