MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
39951
scoritz
Enables AI-powered infrastructure management of JavaScript applications via nat…
81
39952
samdomainerplus-szw0
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
81
39953
cyanheads
Search NOAA CDO stations and datasets, fetch historical weather observations.
39954
rawr-ai
This MCP server extracts entities and relationships from text and stores them i…
39955
Opendraft
Opendraft Claim
N/A N/A 95
39956
dan94k
Utilitários para desenvolvedores brasileiros — CPF, CNPJ, CEP, telefone, moeda,…
N/A N/A
39957
ynnekF
mcp-server Claim
A simple, extensible MCP server implementation for local use with tools like Co…
N/A N/A
39958
alittleyellowkevin
A TypeScript implementation of a Model Context Protocol server that enables int…
N/A N/A 95
39959
CKINGKEIZER
An MCP server that automates extraction of structured financial data from inves…
N/A N/A 95
39960
pawelojdowski
SAOS MCP Claim
Provides access to Polish court judgments from the SAOS database. Enables searc…
39961
bbb-build
mascope-mcp Claim
World MiniApp reviews and analytics — verified human ratings via World ID
N/A N/A
39962
KalyankumarKonduru
A comprehensive Model Context Protocol (MCP) server for medical document proces…
39963
dirkhh
Exposes real-time ADS-B aircraft data from a feeder, enabling natural language …
N/A N/A
39964
BROKENISTXD
Exposes all major ILSpy CLI features as separate MCP tools for decompiling .NET…
N/A N/A
39965
neco001
Executes Python code snippets safely without shell interpretation, supports par…
N/A N/A
39966
kevinlin49361128-stack
85 tools for Taiwan + US stock-market analysis — quotes, three major institutio…
N/A N/A
39967
clauxel
Playwright selector risk checks with healing suggestions and receipts.
39968
antonybudianto
web-pixel3 Claim
N/A N/A 95
39969
jonathan-pap
Build Power BI reports with natural language through an MCP server that connect…
N/A N/A
39970
sameeroz
Enables interaction with Odoo ERP systems for product, customer, order, invoice…
N/A N/A
39971
jun7680
Enables AI agents to manage Kakao Moment advertisements (Kakao's advertising pl…
N/A N/A
39972
damassi
A Model Context Protocol server that provides Artsy partner analytics tools for…
N/A N/A 95
39973
DanielHou315
Overleaf MCP Claim
A real-time MCP server that enables AI coding agents to read, write, and compil…
39974
LAbreuBroadvoice
Count occurrences of any character in your text to quickly gauge frequency. Tog…
N/A N/A 95
39975
oluwatunmiseolatunbosun2001
logsift Claim
Query, filter, and trace logs from GCP, AWS, Azure, Loki, and Elasticsearch — d…
81
39976
asaotomo
FofaMap Claim
A MCP-enabled asset mapping and vulnerability scanning agent with AI self-refle…
N/A N/A
39977
RhysSullivan
executor Claim
An integration layer for AI agents that provides a catalog of tools from variou…
N/A N/A
39978
mcpassistant
Provides comprehensive logging and monitoring capabilities for MCP services wit…
N/A N/A 95
39979
moxiespirit
Futures volatility intelligence: forecasts, regime detection, signals, and anal…
N/A N/A 83
39980
mesheshq
Enables emitting product events, managing workspaces, routing rules, and integr…
39981
ClaudioGodoyB
server Claim
Family calendar, tasks, meals, lists & rewards hub for AI assistants.
N/A N/A 83
39982
AgentsID-dev
MCP server that protects shell, file, database, git, and HTTP operations with p…
N/A N/A
39983
Jonnyton
Workflow Claim
Create, browse, remix, collaborate on, and run durable AI workflow nodes from M…
39984
nirutyodjai
Enables Git repository operations and real-time monitoring via MCP tools, with …
N/A N/A
39985
kitimark
Bridges your claude.ai authorized connectors (Slack, Atlassian, Gmail, Google C…
N/A N/A
39986 N/A N/A 95
39987
dreamlit-ai
Dreamlit Claim
Create, test, publish, and manage Dreamlit notification workflows from AI clien…
39988
abspace1
Manage and monitor smart home devices directly within your workspace. Retrieve …
81
39989
fbalzan20-07mz
Mila Claim
Mila MCP — Create, read, update docs, spreadsheets, and presentations via AI. C…
81
39990
JoyciAkira
Memento Claim
Memento is a local-first, open-source MCP middleware that gives AI agents persi…
N/A N/A
39991
pelaris
Pelaris Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
81
39992
MCP-Mirror
Enables AI assistants to interact with Reddit by searching subreddits, retrievi…
81
39993
DelineaXPM
DelineaMCP Claim
MCP server for the Delinea Secret Server and Platform APIs, enabling AI agents …
39994
JoaoToledoSE
mcp-server Claim
Provides AI-powered tools for querying customer and order analytics, enabling o…
N/A N/A
39995
spajjuri.pro
vsfclubnew1 Claim
N/A N/A 95
39996
agraciag
patxin Claim
Request qualified humans for real-time cognitive micro-tasks on demand.
N/A N/A 83
39997
CSOAI-ORG
stripe-billing-mcp MCP server by MEOK AI Labs
N/A N/A
39998
astroway
astroway-mcp Claim
Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation…
39999
rubenlangeweg
Enables interaction with Productive.io for task management, time tracking, budg…
40000
universal-mcp
Provides a standardized interface for interacting with Tavily's tools and servi…
Showing 39951–40000 of 43365 servers
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