MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27407
Scored
1831
Verified
16957
Complete

Last updated 1 hour, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
8951
crate
CrateDB MCP Server Claim
Connects AI assistants to CrateDB clusters to enable natural-language Text-to-S…
C 68 55 62 32 79 80 96
8952
jermeyyy
Gradle MCP Server Claim
Enables interaction with Gradle projects through the Gradle Wrapper, allowing u…
C 68 54 72 31 N/A 49 90 97
8953
rulego
A lightweight dependency-free workflow automation platform. Supports iPaaS, str…
C 68 54 78 37 N/A 36 90 90
8954
demomagic
LI.FI MCP Server Claim
Enables AI assistants to interact with LI.FI's cross-chain infrastructure, prov…
C 68 55 66 67 21 81 96
8955
haltakov
Meme MCP Server Claim 1
A simple Model Context Protocol server that allows AI models to generate meme i…
C 68 55 66 58 52 80 84
8956
benpeke
Provides tools to create, update, delete, and search catalog items through the …
C 68 55 72 68 22 78 90
8957
deepsuthar496
A Model Context Protocol server that enables remote execution of shell commands…
C 68 55 75 100 39 69 43
8958
nabid-pf
Enables Claude to interact with MongoDB databases through natural language, sup…
C 68 55 72 58 19 81 97
8959
amazon-mq
mcp-server-rabbitmq Claim 1
MCP server for RabbitMQ
C 68 54 41 45 N/A 75 95 96
8960
Nexgene-Research
Nexonco Claim
An MCP server that enables access to clinical evidence from the CIViC database,…
C 68 55 72 75 50 92 41
8961
Gelberm
Provides tools to interact with the Chess.com Public API for fetching real-time…
C 68 55 54 82 27 81 88
8962
templetwo
The Sovereign Stack: MCP server binding local AI capabilities with governance p…
C 68 54 72 30 N/A 60 95 85
8963
rayenamer
MCP Chat Claim
A command-line interface application that enables interactive chat with AI mode…
C 68 54 66 50 N/A 21 95 100
8964
leoking670
Fetch MCP Claim
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 68 54 48 73 N/A 30 92 92
8965
rijkvanzanten
Directus MCP Server Claim 1
A Model Context Protocol server that allows AI tools to connect to and interact…
C 68 55 59 57 49 81 96
8966
clsung
Taiwan Stock Agent Claim
Provides comprehensive Taiwan stock market data and analysis through MCP tools.…
C 68 55 78 36 40 81 98
8967
redleaves
Feishu MCP Server Claim
Enables AI assistants to directly read, write, and manage Feishu documents, spr…
C 68 55 48 73 52 81 89
8968
droidnext
Enables semantic search across browser bookmarks from Chrome, Firefox, Edge, Op…
C 68 54 60 48 N/A 40 95 96
8969
mustafahasankhan
DuckDB MCP Server Claim 1
A Model Context Protocol server implementation that connects AI assistants to D…
C 68 55 81 28 56 82 91
8970
chillitray
Integrates LLMs with the Zintlr sales intelligence platform to search for prosp…
C 68 55 84 41 30 78 97
8971
navin4078
A lightweight web scraping server that allows Claude Desktop users to extract v…
C 68 55 72 63 19 81 95
8972
bunasQ
Brainrot MCP Claim
Automatically plays Subway Surfers gameplay in the background during coding ses…
C 68 54 68 56 N/A 26 95 85
8973
rwxproject
A comprehensive template for building Model Context Protocol servers with FastM…
C 68 55 66 63 21 81 99
8974
johnkimdw
Integrates with Freesound.org to enable searching, discovering, and previewing …
C 68 55 76 47 41 80 89
8975
XGINKKK
Outlet das Cores CRM Claim 1
Integrates CRM data with AI agents to manage leads, track pipeline statistics, …
C 68 55 72 60 32 74 94
8976
Origin-Digital-LLC
acme-mcp Claim
A nested MCP system that demonstrates server composition by using an orchestrat…
C 68 55 78 53 30 76 94
8977
pscheit
An MCP server that utilizes Trello as a knowledge base for storing, searching, …
C 68 55 63 62 42 78 93
8978
EmmanuelBarbosaMonteiro
Enables comprehensive web frontend debugging and analysis through DOM inspectio…
C 68 55 72 91 N/A 26 95 40
8979
codewithmsunke
MCP Math Server Claim
Provides basic mathematical operations including arithmetic, square root, and n…
C 68 55 66 55 29 84 99
8980
maxsmosarski
Enables semantic search and document management with support for text, PDF, and…
C 68 55 60 68 24 81 99
8981
shaunmacfullstack
Exposes Perplexity AI's search capabilities to Claude, enabling real-time web s…
C 68 55 78 42 44 82 91
8982
Cryptoptimiste
Haloscan MCP Server Claim 2
An MCP server that integrates with the Haloscan SEO API to provide tools for ke…
C 68 55 81 68 30 80 69
8983
rlagudals95
Figma MCP Server Claim
Gives AI-powered coding tools like Cursor, Windsurf, and Cline access to Figma …
C 68 55 54 70 48 80 89
8984
slhad
slhad-aha-mcp Claim
A TypeScript MCP server for Home Assistant, enabling programmatic management of…
C 68 66 100 70 0 66 81 94
8985
theoklitosBam7
Automatically generates conventional commit messages from staged git changes an…
C 68 55 70 31 70 82 93
8986
ekmungi
smart-search Claim
A local-first MCP server that enables semantic search over PDF and DOCX documen…
C 68 54 82 33 N/A 27 94 95
8987
orkuhh
Memory MCP Server Claim
Provides tools for AI agents to manage long-term memories, daily notes, and TOD…
C 68 54 86 28 N/A 30 90 100
8988
ilil1
Simple MCP Server Claim
A minimal MCP server implementation demonstrating basic tool integration with e…
C 68 55 60 57 42 81 100
8989
johannesPettersson80
CODESYS MCP Toolkit Claim 2
A Model Context Protocol server that enables seamless interaction between MCP c…
C 68 54 63 31 N/A 69 90 93
8990
isakskogstad
Kolada MCP Server Claim
Swedish municipality statistics from Kolada API. 6000+ KPIs for all 290 municip…
C 68 66 88 76 0 71 82 93
8991
piekstra
Enables AI assistants to interact with New Relic monitoring and observability d…
C 68 55 60 38 66 81 100
8992
aasm3535
Enables AI models to search the web using DuckDuckGo, scrape webpage content in…
C 68 55 72 53 27 81 98
8993
bracta
Enables complete StreamSets Control Hub integration through conversational AI, …
C 68 55 94 43 21 81 88
8994
pinkpixel-dev
A Model Context Protocol server that allows AI agents to play notification soun…
C 68 55 63 100 N/A 32 95 35
8995
ResakaGit
mcp-glassbox Claim 1
An MCP server that enables running tests and retrieving filtered telemetry summ…
C 68 54 51 65 N/A 40 90 89
8996
a1athrop
YNAB MCP Server Claim
Enables users to manage budgets, accounts, categories, and transactions on You …
C 68 55 76 46 27 82 100
8997
markbustamante77
Playwright MCP Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
C 68 55 57 100 39 81 55
8998
LinkupPlatform
mcp-search-linkup Claim
Give Claude access to real-time knowledge and premium content. Get rid of Claud…
C 68 55 80 22 68 81 91
8999
oxgeneral
Tolk MCP Server Claim 2
MCP server for the Tolk smart contract compiler. Compile, validate, and explore…
C 68 54 57 60 N/A 32 92 94
9000
JovanHsu
Enhanced knowledge graph memory server for AI assistants that uses Neo4j as the…
C 68 55 60 55 52 80 92
Showing 8951–9000 of 33537 servers
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