MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9951
Spectre006
An API server that enables interaction with IBM Maximo resources like Assets an…
C 66 5⁄5 ◉ ⏳ 72 38 — 34 81 98
9952
Three-Little-Birds
XFOIL MCP Server ⚡ Claim
Enables aerodynamic analysis through XFOIL polar computations. Provides typed m…
C 66 5⁄5 ◉ ⏳ 48 70 N/A 49 95 67
9953
launchthatbrand
mcp-graphql ⚡ Claim 2
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
C 66 5⁄5 ◉ ⏳ 53 58 — 49 81 89
9954
workerportfolio
Enables persistent storage and retrieval of decisions, settings, and operationa…
C 66 5⁄5 ◉ ⏳ 80 58 — 22 80 75
9955
iuill
MCP Grareco Claim 1
A MCP server that creates graphic recordings by converting websites or text inp…
C 66 5⁄4 ◉ ⏳ 53 58 N/A 39 95 84
9956
skurekjakub
MCP server providing Git-related functionalities, primarily a tool to generate …
C 66 5⁄5 ◉ ⏳ 74 82 N/A 29 95 35
9957
jtucker
A Model Context Protocol server that allows Claude to query the Untappd beer da…
C 66 5⁄4 ◉ ⏳ 71 33 N/A 47 95 83
9958
imouiche
MCP server providing 50+ tools for MITRE ATT&CK techniques, groups, and mitigat…
C 66 5⁄4 ◉ ⏳ 76 31 N/A 29 94 95
9959
firozanam
Provides intelligent error detection and debugging capabilities across multiple…
C 66 5⁄4 ◉ ⏳ 72 28 N/A 51 90 91
9960
pallaprolus
mendeley-mcp ⚡ Claim 1
MCP server for Mendeley reference manager. Search your library, browse folders,…
C 66 5⁄5 ◉ ⏳ 61 41 — 51 81 99
9961
AgentsWorkingTogether
mcp-sleep ⚡ Claim
Tool that allows you to wait a certain time to continue the execution of an age…
C 66 5⁄5 ◉ ⏳ 90 22 — 41 81 90
9962
v9rt3x
CS2 RCON MCP Server ⚡ Claim 1
A Model Context Protocol server that allows management of Counter-Strike 2 game…
C 66 5⁄5 ◉ ⏳ 61 41 — 48 81 100
9963
Srish-ty
A server that manages conversation context for LLM interactions, storing recent…
C 66 5⁄5 ◉ ⏳ 86 36 — 23 81 94
9964
shanggqm
Provides weather forecast data for locations in China using the HeFeng Weather …
C 66 5⁄5 ◉ ⏳ 80 70 — 18 80 64
9965
currents-dev
currents-mcp ⚡ Claim
C 66 5⁄5 ◉ ⏳ 72 68 — 61 82 44
9966
lxe
Chrome MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to control Chrome br…
C 66 5⁄4 ◉ ⏳ 57 58 N/A 26 87 95
9967
dealfluence
adeu ⚡ Claim
Automated DOCX Redlining Engine
C 66 5⁄4 ◉ ⏳ 60 23 N/A 70 95 90
9968
pradeep-moolemane
AEM MCP Server ⚡ Claim 1
A Model Context Protocol server that provides tools to interact with Adobe Expe…
C 66 5⁄5 ◉ ⏳ 63 57 — 23 81 100
9969
mikegc-aws
Creates a simple MCP tool server with "streaming" HTTP.
C 66 5⁄4 ◉ ⏳ 64 36 N/A 42 95 90
9970
sontallive
This template provides a streamlined foundation for building Model Context Prot…
C 66 5⁄4 ◉ ⏳ 72 31 N/A 42 90 92
9971
NimbleBrainInc
Enables AI assistants to manage Folk CRM data, including contacts, companies, n…
C 66 5⁄5 ◉ ⏳ 54 43 — 66 83 92
9972
Parichay-Pothepalli
Provides access to comprehensive financial data including income statements, ba…
C 66 5⁄5 ◉ ⏳ 60 61 — 26 81 95
9973
BrowserMCP
Browser MCP ⚡ Claim
Automate your browser with AI using a Chrome extension and MCP server, enabling…
C 66 5⁄4 ◉ ⏳ 68 26 N/A 45 95 96
9974
luxiaolei
Tiger MCP ⚡ Claim
Enables trading and market analysis through Tiger Brokers API integration. Prov…
C 66 5⁄5 ◉ ⏳ 72 38 — 46 81 93
9975
iamnotagentleman
Provides tools for working with iOS Localizable.xcstrings files, enabling autom…
C 66 5⁄5 ◉ ⏳ 68 38 — 44 81 99
9976
jbchouinard
A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB…
C 66 5⁄4 ◉ ⏳ 66 33 N/A 35 92 100
9977
enjoyzl
MCP Confluence Server ⚡ Claim 2
Enables interaction with Confluence to manage spaces, pages, and comments with …
C 66 5⁄5 ◉ ⏳ 54 71 — 28 80 88
9978
guzyang
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
C 66 5⁄5 ◉ ⏳ 48 68 — 27 81 100
9979
AnkitDigitalsherpa
Echo ⚡ Claim
Echo your input to test workflows and integrations. Validate formatting, prompt…
C 66 5⁄4 ◉ ⏳ 48 62 N/A 20 95 100
9980
apappascs
An MCP server implementation that integrates the Tavily Search API, providing o…
C 66 5⁄5 ◉ ⏳ 79 38 — 38 81 90
9981
chuckmeyer
hello-mcp ⚡ Claim
A minimal learning-focused MCP server that demonstrates core primitives like to…
C 66 5⁄5 ◉ ⏳ 60 52 — 35 82 96
9982
DatalisHQ
60+ Meta Ads tools for AI agents: audits, campaign management, audiences and CA…
C 66 5⁄5 ◉ ⏳ 72 43 — 49 70 96
9983
pc-style
An MCP server that enables AI clients to delegate tasks to autonomous developer…
C 66 5⁄5 ◉ ⏳ 69 100 — 24 81 40
9984
mattiaperi
Provides access to real-time weather data, 5-day forecasts, and air quality inf…
C 66 5⁄5 ◉ ⏳ 68 38 — 43 81 100
9985
amankale376
Enables comprehensive LinkedIn profile search, data extraction, and contact enr…
C 66 5⁄5 ◉ ⏳ 60 62 — 22 81 96
9986
hummingbot
mcp Claim
MCP server exposing Hummingbot API for automated multi-exchange trading
C 66 5⁄4 ◉ ⏳ 78 22 N/A 71 81 84
9987
nan-qin
MCP MongoDB ⚡ Claim
Enables interaction with MongoDB databases through MCP, supporting database que…
C 66 5⁄4 ◉ ⏳ 72 53 N/A 26 95 72
9988
kkjdaniel
BGG MCP provides access to the BoardGameGeek API through the Model Context Prot…
C 66 6⁄6 ◉ ⏳ 94 66 0 74 70 100
9989
varun369
superlocalmemory ⚡ Claim
Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via…
C 66 6⁄4 ◉ ⏳ 72 65 0 88 95 85
9990
umin-ai
itemit-mcp ⚡ Claim 1
An MCP server that enables asset tracking by providing a bridge between the ite…
C 66 5⁄5 ◉ ⏳ 57 68 — 34 76 92
9991
intounknown
MCP-Bocha ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to search the web us…
C 66 5⁄5 ◉ ⏳ 51 60 — 41 81 94
9992
u14app
Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP…
C 66 6⁄4 ◉ ⏳ 82 65 0 80 95 84
9993
newageflyfish-max
volthq ⚡ Claim
Compute price oracle for AI agents. Compare inference pricing across 8 provider…
C 66 5⁄4 ◉ ⏳ 72 37 — 32 90 91
9994
kmwebnet
CO2 Sensor MCP Server ⚡ Claim 1
A Node.js application that provides a JSON-RPC interface to interact with CO2 s…
C 66 5⁄4 ◉ ⏳ 94 26 N/A 20 95 80
9995
strangetoucan
Enables AI assistants to manage Todoist tasks, projects, comments, and labels t…
C 66 5⁄5 ◉ ⏳ 68 43 — 37 81 97
9996
IONIS-AI
ionis-mcp ⚡ Claim
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correl…
C 66 5⁄4 ◉ ⏳ 72 28 N/A 38 95 91
9997
T1Trit
Enables comprehensive control and automation of Yandex Browser, including tab m…
C 66 5⁄5 ◉ ⏳ 84 100 N/A 26 87 11
9998
neeraj15022001
Curl MCP Server ⚡ Claim 2
A Model Context Protocol server that provides secure curl command execution cap…
C 66 5⁄5 ◉ ⏳ 63 65 — 22 77 96
9999
hustcc
hustcc-mcp-mermaid ⚡ Claim
Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styl…
C 66 6⁄6 ◉ ⏳ 82 72 0 72 81 92
10000
datawiz168
MCP Snowflake Service ⚡ Claim 1
A Model Context Protocol server that enables Claude to execute SQL queries on S…
C 66 5⁄5 ◉ ⏳ 75 35 — 42 81 94
Showing 9951–10000 of 69093 servers
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