MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29919
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
22651
Swartdraak
Docker MCP Server Claim 2
An MCP server that enables AI assistants to manage Docker containers, images, n…
C 64 43 63 50 N/A 60 84
22652
whichguy
Bridges AI assistants with Google Apps Script to enable automated building, man…
C 64 43 60 41 N/A 62 95
22653
CDataSoftware
Kintone MCP Server by CData
C 64 33 58 N/A N/A 34 95
22654
CDataSoftware
LDAP MCP Server by CData
C 64 33 58 N/A N/A 34 95
22655
CDataSoftware
This read-only MCP Server allows you to connect to Google Ad Manager data from …
C 64 33 58 N/A N/A 33 95
22656
ZLeventer
MCP server for LinkedIn Ads — 19 read-only tools for campaigns, performance, an…
C 64 33 51 N/A N/A 72 75
22657
RyanCardin15
This server provides tools for interacting with the NOAA Tides and Currents API…
C 64 44 66 61 42 81
22658
joonheeu
Production-ready API server template integrating FastAPI with Model Context Pro…
C 64 43 54 71 N/A 31 95
22659
mikluko
JMAP Email Claim
Email management via JMAP — mailboxes, messages, identities, and Sieve scripts
C 64 43 60 70 N/A 34 84
22660
spences10
mcp-sqlite-tools Claim 1
Provides comprehensive SQLite database operations for LLMs with security featur…
C 64 43 45 63 N/A 62 92
22661
CDataSoftware
Dynamics 365 MCP Server by CData
C 64 33 58 N/A N/A 34 95
22662
eterdis
11 open strategy frameworks as AI-guided prompts for any MCP client.
C 64 33 60 N/A N/A 29 95
22663
CDataSoftware
JSON MCP Server by CData
C 64 33 58 N/A N/A 34 95
22664
lizouzt
TrendRadar Claim
A real-time news and hot spot aggregation server that monitors multiple platfor…
C 64 43 66 41 N/A 48 95
22665
go-appsec
toolbox Claim
Collaborative application security testing between humans and agents via CLI an…
C 64 43 60 31 N/A 77 94
22666
muvon
mcp-binance-futures Claim 1
MCP server for Binance USDT-M Futures trading — exposes tools for market data, …
C 64 44 53 72 48 81
22667
rachellarralde
Enables security scanning of code projects to identify common vulnerabilities l…
C 64 33 50 N/A N/A 45 95
22668
micl2e2
code-to-tree Claim
A single-binary MCP server that converts source code into AST, regardless of la…
C 64 33 44 N/A N/A 56 95 C
22669
thekaranpargaie
Enables managing Kubernetes clusters through natural language by providing tool…
C 64 43 84 35 N/A 26 95
22670
pierre3
maildev-mcp Claim
MailDev MCP server. Manage Docker containers and inspect emails from your AI ed…
C 64 33 42 N/A N/A 60 95
22671
lawp09
bitbucket-mcp Claim 1
Enables AI assistants to manage Bitbucket Cloud repositories, pull requests, pi…
C 64 43 45 41 83 95
22672
easyonthesauce
An MCP server that provides LLM-controlled kiosk display tools for family manag…
C 64 33 57 N/A N/A 35 95
22673
dividor
hdx Claim
HDX MCP Server provides access to humanitarian data through the Humanitarian Da…
C 64 44 60 60 50 85
22674
yonaka15
A Model Context Protocol server for interacting with Redmine using its REST API…
C 64 44 71 51 47 81
22675
theYahia
yandex-metrika-mcp Claim 1
MCP server for Yandex Metrika — web analytics, counters, goals, traffic (Russia)
C 64 33 51 N/A N/A 62 83
22676
itential
MCP server for connecting LLMs to Itential Platform, enabling network automatio…
C 64 43 50 41 81 90
22677
Tethral-Inc
Interaction profile registry for AI agents. Log interactions, query behavioral …
C 64 33 42 N/A N/A 61 95
22678
CDataSoftware
This read-only MCP Server allows you to connect to Pinterest data from Claude D…
C 64 33 58 N/A N/A 33 95
22679
CDataSoftware
This read-only MCP Server allows you to connect to Google Spanner data from Cla…
C 64 33 58 N/A N/A 33 95
22680
justmytwospence
Strava MCP Server Claim 1
An MCP server that enables interaction with the Strava API v3 to manage fitness…
C 64 44 63 72 30 81
22681
CDataSoftware
HDFS MCP Server by CData
C 64 33 58 N/A N/A 34 95
22682
CDataSoftware
Google AdWords MCP Server by CData
C 64 33 58 N/A N/A 34 95
22683
CDataSoftware
Sybase IQ MCP Server by CData
C 64 33 58 N/A N/A 34 95
22684
yugui923
db-connect-mcp Claim
A read-only MCP server for exploratory data analysis across PostgreSQL, MySQL, …
C 64 43 60 38 82 80
22685
Evan-Kim2028
Igloo MCP Claim
Enables AI assistants to interact with Snowflake databases through SQL queries,…
C 64 44 64 38 78 81
22686
dansever
estait-app Claim
C 64 33 58 N/A N/A 33 95
22687
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22688
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22689
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22690
CDataSoftware
Microsoft Exchange MCP Server by CData
C 64 33 58 N/A N/A 34 95
22691
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
22692
EchoingVesper
mcp-task-orchestrator Claim 1
A Model Context Protocol server that provides task orchestration capabilities f…
C 64 43 45 58 N/A 66 94
22693
asadullokhn
teztun Claim
Manage TezTun tunnels, subdomains, and service tokens from any MCP-compatible A…
C 64 33 60 N/A N/A 47 83
22694
ForrestKim42
A pattern for LLM agents to explore and control any app — mobile or desktop. Ac…
C 64 33 52 N/A N/A 42 95
22695
jghiringhelli
codeseeker Claim
Graph-powered code intelligence with semantic search and knowledge graph for AI…
C 64 43 64 33 N/A 72 90
22696
damientilman
Mailchimp Marketing API integration with 53 tools for managing campaigns, audie…
C 64 44 72 43 60 80
22697
CDataSoftware
Apache Hbase MCP Server by CData
C 64 33 58 N/A N/A 34 95
22698
0xReisearch
FastMCP implementation providing API access to DefiLlama Pro, CoinGecko Pro, an…
C 64 44 72 58 36 81
22699
neurondb
neurondb Claim
PostgreSQL extension for vector search, embeddings, and ML, plus NeuronAgent ru…
C 64 43 64 36 N/A 62 95 C
22700
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delet…
C 64 33 58 N/A N/A 33 95
Showing 22651–22700 of 59993 servers
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