MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47051
reiorozco
matchday-mcp Claim
Live football/soccer data from top European leagues, enabling queries for stand…
47052
aryan-agrawal-glean
Enables LLMs and AI assistants to interact with Tilt development environments, …
N/A N/A
47053
connextai
Minimal template MCP server with OAuth login and example tools for building cus…
47054
evokateur
Connects RAG knowledge bases to Claude Desktop and Claude Code, allowing retrie…
N/A N/A
47055
davidbenge
This MCP server provides AI coding assistants with curated Adobe developer know…
47056
ginkida
dbecho Claim
An MCP server that gives AI agents direct read-only access to PostgreSQL databa…
N/A N/A
47057
AtomicIntuition
leads-mcp Claim
Lead generation MCP server for AI agents. Find emails, verify contacts, enrich …
47058
fgravin
MCP server for discovering and accessing data from a GeoNetwork 4.x catalog. En…
N/A N/A
47059
QUARES-1
Exposes a SQLite database as MCP tools for Dify Cloud, ensuring LLM responses a…
N/A N/A
47060
SmongsDev
My-Obscura-mcp
N/A N/A
47061
Velmuruganms12
Enterprise support ticket system using FastMCP server with Redis for persistent…
47062
mesheshq
Enables emitting product events, managing workspaces, routing rules, and integr…
47063
christian.nicolas
lumora Claim
N/A N/A 95
47064
Hawk-API
hawkapi-mcp Claim
Auto-exports HawkAPI routes as MCP tools, allowing any MCP-compatible client to…
47065
FahrenheitResearch
Weather MCP Claim
Provides 12 weather tools for conditions, forecasts, alerts, model imagery, rad…
N/A N/A
47066
volsch
md24de-mcp Claim
Unofficial MCP server for the messdienst24.de utility portal, providing tools t…
47067
new-village
note-mcp Claim
Unofficial MCP server for note.com using cookie-based authentication to manage …
47068
sKuangster
A general-purpose Google Maps MCP server that provides geocoding, place search,…
47069
MrLesk
The simplest way to bridge and collaborate across AI Agent sessions like Claude…
N/A N/A
47070
ahmedbhl
HTTP-based MCP server for GitLab API, enabling project management, issue tracki…
47071
Sreya2911
GuardrailAI Claim
An MCP server that evaluates file write requests for sensitive data and complia…
N/A N/A
47072
EYamanS
chisel Claim
Enables AI agents to construct, edit, and export 3D models using geometric prim…
N/A N/A
47073
mrmos
Enables LLMs to control Ableton Live via OSC and the Model Context Protocol, su…
N/A N/A
47074
Rckl88
seracade Claim
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
N/A N/A 95
47075
esurovtsev
KnowFlow MCP Claim
A unified knowledge retrieval tool for MCP-compatible LLMs, enabling structured…
N/A N/A
47076
sjgant80-hub
MCP server for sovereign AES-256-GCM backup encryption and decryption. Enables …
N/A N/A
47077
gagahkharismanuary
A Codex-first MCP server that bridges TradingView Desktop via Chrome DevTools P…
N/A N/A
47078
lexsocket
Enables search and analysis of European public procurement tenders, including E…
47079
Attilio81
MCP server for SQL Server database inspection and querying, with connection poo…
N/A N/A
47080
Skye412
Provides AI tools for chat, code review, idea evaluation, explanation, summariz…
N/A N/A
47081
tarundattagondi
mcp-curate Claim
Converts OpenAPI specs into curated MCP servers with drastically fewer, clearer…
N/A N/A
47082
devinoldenburg
MCP server for Shannon Lite security workflows, enabling configuration, scan or…
N/A N/A
47083
linhnv4dev
Enables users to manage a personal todo list with CRUD operations, keyword sear…
N/A N/A
47084
DColl
A full-featured MCP server for the Etsy Open API v3 that enables managing an Et…
47085
yazcaleb
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
47086
outsiderrr
zh-dict-mcp Claim
Provides Chinese figurative language lookup backed by CC-CEDICT, helping to ver…
N/A N/A
47087
AlexisMarasigan
DB2ST MCP Claim
A horizontally scalable Model Context Protocol server for exposing shipment tra…
47088
adityasasidhar
MCP server for vision-first browser automation that annotates interactive eleme…
N/A N/A
47089 N/A N/A 95
47090
Nizoka
PDF native MCP server: generate, validate, sign PAdES, embed, extract. AI-power…
N/A N/A
47091
jaglanumangdeep
Allows deploying a remote MCP server on Cloudflare Workers without authenticati…
47092
SachieWang
A high-performance MCP server that bridges AI agents with Java codebases, provi…
N/A N/A
47093
tamimbinhakim
ctxpeek Claim
MCP server that fetches documentation from public git repositories at specific …
N/A N/A
47094
rushit-simform
Integrates Zoho Projects, Git, and SonarQube to automate task management, branc…
47095
nikolay-grudanov
mcp-simple Claim
A simple MCP server in Python, configurable via environment variables and datab…
N/A N/A
47096
engr-faizanali
Reads text aloud locally on Windows, macOS, and Linux. No API key, account, or …
N/A N/A
47097
NautilusOSS
DorkFiMCP Claim
Enables interaction with the DorkFi lending protocol on Voi and Algorand, suppo…
N/A N/A
47098
rriesco
Enables local git operations including commit, branch, push, pull, status, and …
N/A N/A
47099
clemsai
Give AI agents their own email inboxes. Create, send, receive, and manage email…
47100
the-real-therealorry
MCP Server Claim
A production-grade Model Context Protocol server that enables secure management…
81
Showing 47051–47100 of 66518 servers
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