MCP Server Quality Scores

Independent quality analysis of 43656 public MCP servers

43656
Discovered
29477
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 42 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34901
LinkleePublic
MCP server for Linklee that enables creating short links, listing links, gettin…
34902
greglas75
CodeSift Claim
Token-efficient code intelligence MCP server that indexes codebases with tree-s…
N/A N/A
34903
Lionfaion
Connects Claude Code to your locally running TradingView Desktop app via Chrome…
N/A N/A
34904
sikuai2333
vibe-guard Claim
MCP server that provides project guardrails including prior art research, proje…
N/A N/A
34905
OmNagvekar
Chef-Agent Claim
A streaming AI cooking assistant that uses MCP tools and Neo4j knowledge graph …
34906
Ikaleio
Provides browser automation capabilities using Patchright, enabling LLMs to int…
34907
yharby
Enables AI agents to discover and access 800TB+ of public geospatial data from …
34908
Kyze-Labs
An intentionally vulnerable MCP server for security training, enabling users to…
N/A N/A
34909
Vedhasagaran
An MCP server that enables AI assistants to interact with the DhanHQ trading pl…
N/A N/A
34910
jkelleman
A production-ready MCP agent that helps data teams define, validate, and visual…
N/A N/A
34911
troylar
Enables AI assistants to interact with self-hosted Jira instances for issue man…
34912
mightbesaad
Hash-chained audit log for AI agents — MCP-native, Cloudflare Durable Objects +…
34913
Arcelibs
MaaMCP_CC Claim
Enables Claude Code to directly control Android emulators or Windows windows fo…
N/A N/A
34914
mattcoatsworth
Enables sending messages, managing templates, uploading media, and configuring …
34915
ryo-manba
Enables AI models to run Stylelint on CSS files and fix linting warnings direct…
N/A N/A
34916
davidalbertonogueira
Enables secure, read-only access to Amazon Redshift data warehouses for AI assi…
34917
AI-FanGe
Enables natural language control of ElephantRobotics MyCobot series robotic arm…
N/A N/A
34918
leakferrethq
leakferret Claim
Context-aware secret scanner that lets an AI agent scan code, verify which leak…
N/A N/A
34919
wjddusrb03
Combines Naver DataLab trends, blog/news search, translation, and Unsplash imag…
N/A N/A
34920
Nossim
Enables searching through vectorized Cursor IDE chat history via a FastAPI serv…
34921
jtsylve
re-mcp Claim
A multi-backend MCP server that exposes binary analysis capabilities from IDA P…
N/A N/A
34922
Aslan11
Enables managing invoice workflows using Temporal, allowing submission, approva…
N/A N/A
34923
saikrmet
An MCP server that gives AI assistants direct access to NASA's Exoplanet Archiv…
34924
fawazbayureksa
A Laravel-based AI-powered chat interface for business management operations, e…
34925
inansen
Enables monitoring and managing Hangfire background jobs, including job lists, …
N/A N/A
34926
itgoon
crm Claim
N/A N/A 95
34927
robotmcp
A modular MCP server with automatic submodule integration, OAuth 2.1, Supabase …
34928
harness
An MCP server that gives AI agents full access to the Harness.io platform throu…
34929
nidhiyashwanth
MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill cre…
N/A N/A
34930 N/A N/A 95
34931
YangHang0210
Interactive feedback server for AI-assisted development with Web UI and desktop…
N/A N/A
34932
MCP server for Appium mobile automation on iOS and Android devices with test cr…
N/A N/A 81
34933
iamevandrake
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
N/A N/A 83
34934
universal-mcp
Enables access to Apollo's tools and services through a standardized MCP interf…
N/A N/A
34935
Staks-sor
Provides tools for local development environment management and PostgreSQL opti…
N/A N/A
34936
RRS-repositories
crm-mcp Claim
Bridges Claude Code to the Rowan Rose CRM, translating MCP tool calls into REST…
34937
TingyuJiang
Integrates Interactive Brokers and TradeStation APIs for portfolio management, …
34938
DopplerHQ
Enables AI assistants to interact with the Doppler API for secrets management, …
34939
MistaHolmes
An MCP server that enables a Gemini-based chatbot to fetch and summarize curren…
N/A N/A 95
34940
git-quick-stats
Exposes git-quick-stats commands as MCP tools to analyze git repositories via n…
N/A N/A
34941
pipeworx-io
Wraps the OpenWeatherMap API to provide weather data through MCP, enabling AI a…
34942
ptbsare
Enables secure remote and local command execution via SSH, with session managem…
34943
askAITHENA
# Gyana Universal VectorKB MCP Server A unified WebSocket-based MCP (Model Con…
N/A N/A 95
34944
k2iser
MCP server for FIWARE Orion Context Broker enabling LLMs to manage NGSI-v2 cont…
34945
gusztavvargadr
A Docker-based MCP server that exposes humorous and explicit FOAAS operations f…
N/A N/A
34946
dataline-xyz
MCP server exposing read-only market data tools for crypto prices, funding rate…
34947
janetsep
An intelligent agent that responds to financial queries about TreePod Glamping …
N/A N/A 95
34948
TechFernandesLTDA
apex-mcp Claim
Enables AI assistants to build, inspect, and modify Oracle APEX 24.2 applicatio…
34949
vcode-sh
Enables deploying, managing, and interacting with Dokploy applications via natu…
34950
RFingAdam
Enables AI agents to generate, view, and analyze engineering diagrams (RF, PCB,…
N/A N/A
Showing 34901–34950 of 43656 servers
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