MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
21801
thpeng
timetable for llms
D 46 43 38 15 N/A 39 92
21802
max-nienu
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 46 44 48 15 35 84
21803
ryudg
MCP SQL Server Claim 1
A Model Context Protocol server that provides AI assistants with comprehensive …
D 46 44 27 31 49 81
21804
phamtienduceng
A stateful calculator server using Server-Sent Events for real-time communicati…
D 46 44 48 21 26 84
21805
mikemc
An MCP server that enables interaction with Twist workspaces using the Twist RE…
D 46 44 33 33 38 81
21806
dazanza
mailchimp-mcp Claim 1
An MCP server that interfaces with the Mailchimp Marketing API to manage audien…
D 46 44 61 0 35 81
21807
lhemerly
Foundry MCP Project Claim 1
A Model Context Protocol server that enables interaction with Foundry tools thr…
D 46 43 45 15 N/A 38 84
21808
eddykuhan
Enables interaction with PostgreSQL databases through MCP, allowing users to ex…
D 46 44 48 28 22 81
21809
elliottatran
Enables AI assistants to interact with Databricks workspaces by hosting secure …
D 46 44 48 11 41 84
21810
nhevers
mcp-github Claim 1
MCP server for GitHub operations
D 46 43 41 17 N/A 28 95
21811
srvrsoorg
A Laravel-based web application that provides robust backend services for Model…
D 46 44 56 7 36 81
21812
asklokesh
Rancher Claim 1
MCP server for Rancher API integration
D 46 43 49 10 N/A 32 87
21813
amplifyco
Bot Browser Claim
Token-efficient web browser for LLM agents
D 46 55 56 37 0 57 82
21814
elliotjames-paschal
Live prediction market data from Polymarket and Kalshi with VWAP pricing and re…
D 46 43 40 38 N/A 18 81
21815
asklokesh
Argocd Claim 1
MCP server for ArgoCD GitOps continuous delivery integration
D 46 43 45 20 N/A 32 85
21816
danielpdev
Provides access to JSONPlaceholder's free fake REST API for testing and prototy…
D 46 44 48 26 21 81
21817
asklokesh
Harness Claim 1
MCP server for Harness API integration
D 46 43 49 10 N/A 32 87
21818
AimanMadan
Arduino MCP Server Claim
Enables AI assistants like Claude to control Arduino boards in real-time, allow…
D 46 43 42 22 N/A 21 94
21819
cola314
A Model Context Protocol server that wraps Naver's encyclopedia search API, all…
D 46 44 35 46 18 81
21820
RobertoRuben
A Model Context Protocol (MCP) server that enables Large Language Models to int…
D 46 44 60 15 16 81
21821
Tsuchijo
Sandbox MCP Server Claim 1
Provides isolated Docker environments for code execution, enabling users to cre…
D 46 44 48 26 21 81
21822
Jeff-Bouchard
Provides complete HTTP/JSON access to all 100+ Emercoin RPC endpoints with inte…
D 46 44 48 12 41 81
21823
karthikrajkumar
Enables management of corporate learning and development through employee manag…
D 46 44 48 25 24 81
21824
felixscherz
MCP-RAG Server Claim 1
Connects a RAG application to open-webui using Model Context Protocol (MCP), en…
D 46 43 42 22 N/A 17 95
21825
FernandoVazquez20
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 46 44 48 15 35 84
21826
asklokesh
Hootsuite Claim 1
MCP server for Hootsuite API integration
D 46 43 49 10 N/A 32 87
21827
asklokesh
Quickbooks Claim 1
MCP server for QuickBooks API integration
D 46 43 49 10 N/A 32 87
21828
ag2-mcp-servers
Biolink MCP Server Claim 1
An MCP server that provides access to Monarch Initiative's biomedical data thro…
D 46 44 45 30 21 81
21829
ag2-mcp-servers
An MCP Server that enables interaction with the Entertainment Express API, allo…
D 46 44 45 30 21 81
21830
lilylilysunshine
A minimal MCP server framework that enables zero-config tool discovery and stre…
D 46 44 48 22 29 82
21831
Hank-coder
Chimera MCP Server Claim
A personal AI memory system that creates a cognitive hub connecting to Notion, …
D 46 44 42 30 29 81
21832
CryptoRadi
Provides AI-IDEs with real-time access to PostgreSQL and Supabase database sche…
D 46 44 50 11 40 81
21833
tyron-pretorius
An MCP server that exposes Adobe Marketo REST API operations as tools for AI as…
D 46 44 45 33 25 76
21834
Noyonchandrasaha
A Model Context Protocol server that provides real-time access to MongoDB produ…
D 46 44 33 50 16 81
21835
honysyang
Enables automated security detection and compliance auditing for cloud hosts an…
D 46 44 42 40 22 76
21836
scottsimmer
A Node.js server that provides a comprehensive API interface for Adobe Experien…
D 46 44 48 17 30 83
21837
QuantGeekDev
Calculator MCP Server Claim 2
A Model Context Protocol server built with mcp-framework that allows users to c…
D 46 43 45 17 N/A 19 95
21838
omy8573091
A production-grade MCP server and client implementation with comprehensive feat…
D 46 44 56 12 30 81
21839
geka-evk
A TypeScript-based server project with comprehensive development tooling includ…
D 46 43 42 7 N/A 42 95
21840
Jess321995
A Kubernetes command processing service that converts natural language requests…
D 46 44 56 11 23 84
21841
dbalencar
A Model Context Protocol server that interfaces with OpenWeatherMap API to prov…
D 45 43 33 33 N/A 16 95
21842
larsenweigle
A Model Context Protocol (MCP) server that provides access to the Beatport Deve…
D 45 43 46 12 N/A 22 95
21843
KhaiHuynhVN
AI Interaction Tool Claim 1
An MCP server that provides an interactive PyQt5 UI for enhanced model communic…
D 45 43 27 30 N/A 33 90
21844
db-nethra
Enables AI assistants like Claude to interact with Databricks workspaces throug…
D 45 44 48 17 30 81
21845
huntkil
A Model Context Protocol server that connects Cursor AI IDE with Obsidian notes…
D 45 44 35 43 21 78
21846
mink0119
Enables interaction with F5 devices through the iControl REST API to manage obj…
D 45 44 42 25 25 84
21847
iamadi11
A sophisticated server that enables users to create, customize, and generate in…
D 45 44 48 25 21 81
21848
ThinAirTelematics
A Model Control Protocol server that enables AI assistants to control a browser…
D 45 43 42 15 N/A 21 95
21849
mjbeatty89
mcp Claim
D 45 33 22 N/A N/A 15 95
21850
lkannan
A hands-on demonstration project that teaches the Model Context Protocol (MCP) …
D 45 43 42 22 N/A 16 95
Showing 21801–21850 of 30006 servers
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