MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12951
HuggingAGI
MCP server based on baostock, providing access and analysis capabilities for Ch…
C 59 55 54 33 27 82 98
12952
rockmelodies
PocGenius Claim
Automatically generates pocsuite3-compliant POC (Proof of Concept) code from vu…
C 59 55 66 31 39 81 74
12953
I4cTime
q-ring Claim
Quantum-inspired keyring for AI coding agents with superposition, entanglement,…
C 59 54 54 0 N/A 69 89 94
12954
ashotchumore
my_new_mcp_server Claim
C 59 55 54 82 N/A 24 95 26
12955
bakhruhk
Automatically generates Anki flashcards from Notion pages by extracting questio…
C 59 55 48 36 34 81 96
12956
erenozdemirrr
PitchLink MCP Claim 1
An MCP server that reads startup pitch drafts from Notion to provide comprehens…
C 59 55 33 70 30 81 80
12957
adhinugroho1711
Exposes Indodax's Private and Public REST APIs as MCP tools, enabling AI agents…
C 59 55 62 35 18 81 92
12958 C 59 54 42 37 N/A 24 95 93
12959
wfyi-joy
Enables reading and extracting text content from PDF files, supporting both loc…
C 59 55 54 31 24 81 100
12960
Lumif-ai
Provides technical analysis tools for cryptocurrency trading data, calculating …
C 59 55 66 31 17 78 94
12961
Talismanic
URL Shortener MCP Claim
Provides a simple tool to shorten URLs using the CleanURI API, designed to run …
C 59 55 60 20 42 81 94
12962
twolven
A Model Context Protocol server that enables LLMs to analyze options chains, ca…
C 59 55 75 23 33 81 77
12963
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
12964
Pursue-LLL
Enables automated export, compression, and cloud upload of Figma design assets …
C 59 55 42 46 39 81 91
12965
peidaqi
Enables LLMs to retrieve stock market data and financial information from Yahoo…
C 59 55 62 17 36 82 99
12966
callmybot
Count occurrences of any character in your text instantly. Specify the characte…
C 59 66 72 67 0 29 80 100
12967
paulasilvatech
Specky Claim 1
An MCP server for Spec-Driven Development that transforms natural language idea…
C 59 55 69 0 59 80 91
12968
shashi29vs
Provides time filter tools for CX Dashboard integration, allowing users to set …
C 59 55 54 37 21 81 100
12969
Danson-dan
MCP Camera Tool Claim
Enables AI assistants to access and control network cameras to capture images a…
C 59 54 66 22 N/A 45 95 66
12970
squidlerio
@squidlerio/mcp Claim
An MCP proxy that connects AI clients to the remote Squidler MCP server while p…
C 59 55 72 10 32 81 98
12971
yasukura-ms
An MCP server that allows Microsoft Copilot Studio to fetch random jokes from t…
C 59 55 53 17 46 83 100
12972
shervinemp
An MCP server that analyzes Python codebases using AST, stores code elements in…
C 59 55 63 28 21 81 98
12973
dvladimirov
A server implementation that provides a unified interface for OpenAI services, …
C 59 55 48 33 44 81 92
12974
vwinterdev
Provides access to PrimeVue documentation through MCP, enabling retrieval of co…
C 59 55 60 61 26 81 55
12975
Z333Q
p402 Claim
Multi-provider AI router with x402 micropayment settlement on Base L2. 1% flat …
C 59 55 68 0 N/A 70 71 97
12976
kwonsw812
kiwoom-mcp Claim 2
An MCP server that enables natural language control of Kiwoom Securities accoun…
C 59 54 33 75 41 87 59
12977
jessicayanwang
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
C 59 66 66 61 0 54 81 94
12978
nhn-commerce-fe
Enables AI coding tools like Cursor to access Figma design data through the Mod…
C 59 66 66 70 0 58 81 85
12979
charlielockyer-rice
Provides Claude with access to the tscircuit electronics component registry, en…
C 59 64 68 61 0 41 95 90
12980
jasper-zsh
Enables ESP-IDF firmware development through MCP by providing tools to manage E…
C 59 54 48 36 N/A 18 90 99
12981
GonTwVn
GonMCPtool Claim 2
A TypeScript-based Model Context Protocol toolkit that enables AI to interact w…
C 59 55 54 82 N/A 46 89 16
12982
itsnikhile
Provides specialized tools for data engineering tasks like SQL formatting, dbt …
C 59 54 72 0 N/A 27 94 97
12983
rsyuzyov
Enables semantic search through 1C codebase exports using local CPU-based RAG w…
C 59 55 72 30 40 80 70
12984
Aias
Use this MCP server to search barnsworthburning.net, a digital commonplace book…
C 59 66 70 62 0 43 83 100
12985
QAInsights
k6-mcp-server Claim
Grafana k6 MCP Server for performance testing
C 59 54 48 32 N/A 42 87 90
12986
Brokk-Sindre
Exposes Denmark's Statistical Bureau API as programmable resources, making it e…
C 59 55 56 36 35 82 82
12987
a2amarket
ClamAV MCP Claim
A server that enables scanning files for viruses using the ClamAV engine, provi…
C 59 55 56 28 36 81 91
12988
gunning4it
Epitome Claim
Personal AI memory — gives every AI agent shared, persistent memory of you
C 59 66 78 68 0 45 81 81
12989
mmarqueti
An MCP server that enables AI tools to interact with ActiveCampaign API, allowi…
C 59 66 69 61 0 46 81 97
12990
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
12991
cnosdb
An MCP server that enables interacting with CnosDB databases through Claude, su…
C 59 55 41 47 33 78 98
12992
aeriis-kr
Enables exploration and interaction with South Korea's Public Data Portal (Open…
C 59 55 74 0 54 81 90
12993
BenjaMITM
A template for deploying MCP servers on Cloudflare Workers with OAuth authentic…
C 59 55 54 57 24 78 75
12994
KodyMullins
Provides tools to query e-commerce data including customer information, order d…
C 59 54 54 20 N/A 24 95 100
12995
Yevanchen
Exposes Dify applications (both Chatflow and Workflow) as MCP (Model Context Pr…
C 59 55 72 36 20 81 74
12996
lastmiao
Enables website security scanning and vulnerability assessment by integrating d…
C 59 54 54 40 N/A 21 92 81
12997
patw
Enables natural language queries against a MongoDB movie database to search fil…
C 59 55 60 25 37 82 90
12998
mackenzienolan
Enables Claude to read, create, and update Google Docs through OAuth authentica…
C 59 66 78 65 0 26 82 97
12999
tonkatsutoast
Provides real-time and historical stock market data through the Alpha Vantage A…
C 59 54 42 38 N/A 19 95 100
13000
celestialdust
A LangGraph-powered research agent that performs iterative web searches using G…
C 59 66 82 53 0 42 82 91
Showing 12951–13000 of 33790 servers
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