MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64201
graywrk
Agent Kanban Claim
An AI-native kanban board MCP server where agents pull tasks via the Model Cont…
— ○ ⏳ — — — — — —
64202
jayeshchowdary
Enables comprehensive interaction with Google Sheets and Google Drive through O…
— ○ ⏳ — — — — 81 —
64203
Phionx
Validate physics equations for dimensional consistency. Add custom variables an…
— ○ ⏳ — N/A N/A — 95 —
64204
pipeworx-io
Genius Claim
Genius MCP — songs, artists, annotations metadata
— ○ ⏳ — — — — — —
64205
petebytes
log-essence Claim
Enables LLMs to analyze logs by extracting patterns, redacting secrets, and pro…
— ○ ⏳ — N/A N/A — — —
64206
SDEscobedo
HoxCore Claim
Enables LLMs to manage organizational metadata (projects, missions, activities,…
— ○ ⏳ — N/A N/A — — —
64207
fabiano-personal
Provides real-time access to Firewalla firewall data through 28 specialized too…
— ○ ⏳ — N/A N/A — 95 —
64208
kermitic
Provides personalized store greetings combined with real-time weather informati…
— ○ ⏳ — — — — 81 —
64209
capabilityhostprotocol
Discover what websites across the agentic web can do — query the capabilities.t…
— ○ ⏳ — — — — — —
64210
olssonsten
Connect Claude to your Redmine instance to search, browse, create and update is…
— ○ ⏳ — — — — — —
64211
Zw-awa
SSH Session MCP Claim 1
Shared SSH PTY runtime for MCP clients with viewer, input lock, async tracking,…
— ○ ⏳ — N/A N/A — 75 —
64212
tjackiet
An MCP server that enables AI clients to analyze cryptocurrency market data fro…
— ○ ⏳ — — — — — —
64213
RamyaChinnadurai
mcp Claim
Search, label, and manage your X (Twitter) bookmarks from any MCP client via Tw…
— ○ ⏳ — — — — — —
64214
iremaltunay55
Provide accurate and up-to-date weather information including current condition…
— ○ ⏳ — N/A N/A — 95 —
64215
busabase
busabase Claim
Database for your AI agent. Turn its output into data, docs, skills, and apps y…
— ○ ⏳ — — — — — —
64216
jaimesm-mews
An MCP server that gives AI assistants direct access to Atlassian Goals and Atl…
— ○ ⏳ — N/A N/A — — —
64217 — ○ ⏳ — N/A N/A — 95 —
64218
yabur
Provides MCP tools to interact with Databricks SQL warehouses, enabling metadat…
— ○ ⏳ — — — — — —
64219
democratize-technology
An MCP server that implements iterative refinement of responses through self-cr…
— ○ ⏳ — — — — 81 —
64220
imai-design
Cadence MCP Claim
A daily-rhythm support MCP server for ADHD and bipolar disorder, providing 23 t…
— ○ ⏳ — — — — 81 —
64221
dullroar
metadata_mcp Claim
Reads and writes metadata across images, audio, video, documents, and text file…
— ○ ⏳ — N/A N/A — — —
64222
coinpaprika
CoinPaprika Claim
Real-time crypto market data: prices, tickers, exchanges, OHLCV candles, and me…
— ○ ⏳ — — — — — —
64223
StevePic95
An MCP server for RabbitMQ with MassTransit intelligence — error queue parsing,…
— ○ ⏳ — N/A N/A — — —
64224
v0idravl
sliver-mcp Claim
A Model Context Protocol server for the Sliver C2 framework that exposes operat…
— ○ ⏳ — — — — — —
64225 — ○ ⏳ — N/A N/A — 95 —
64226
inkbytefo
Provides real-time screen capture streaming in base64 format via WebSocket conn…
— ○ ⏳ — N/A N/A — 95 —
64227
thepiruthvirajan
Enables programmatic control of AutoCAD through COM automation, allowing natura…
— ○ ⏳ — N/A N/A — — —
64228
dominic-righthere
langfuse-mcp Claim
MCP server for Langfuse that lets Claude Code create projects, manage API keys,…
— ○ ⏳ — N/A N/A — — —
64229
bohachu
Provides MCP server for Google Slides API, enabling creation, reading, modifica…
— ○ ⏳ — — — — — —
64230
matheusslg
steam-mcp Claim
MCP Server for the Steam Web API — access player profiles, game libraries, achi…
— ○ ⏳ — — — — — —
64231
Basis-sh
basis Claim
— ○ ⏳ — N/A N/A — 95 —
64232
jonjoe
Bridges Zustand stores over WebSocket, enabling MCP-capable AI to inspect and m…
— ○ ⏳ — — — — — —
64233
dex-original
Enables AI assistants to interact with OKX cryptocurrency exchange, providing t…
— ○ ⏳ — N/A N/A — — —
64234
LokmenoWer
best-cad-mcp Claim
Windows AutoCAD MCP server for handle-first CAD automation, validation, and dra…
— ○ ⏳ — N/A N/A — — —
64235
sandraschi
xkcd-mcp Claim
MCP server to fetch xkcd comics (latest, random, by number, search) and display…
— ○ ⏳ — — — — — —
64236
pipeworx-io
Fbi Crime Claim
FBI Crime Data Explorer MCP — UCR/NIBRS statistics
— ○ ⏳ — — — — — —
64237
dinh-ai-system-exe-com-vn
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
— ○ ⏳ — N/A N/A — 95 —
64238
The-Thought-Magician
An enhanced browser automation MCP server that solves token limit issues throug…
— ○ ⏳ — N/A N/A — — —
64239
greyfieldsoftwaresolutions
Exposes a fictional B2B CRM database (companies, contacts, deals) as callable M…
— ○ ⏳ — N/A N/A — — —
64240
philip-hayden
An MCP server implementing the Wildlife Insights GraphQL API, providing natural…
— ○ ⏳ — N/A N/A — — —
64241
CSOAI-ORG
uuid-ai-mcp Claim
AI-powered uuid ai MCP server for agents. Supports generate uuid, parse uuid, g…
— ○ ⏳ — N/A N/A — — —
64242
koala73
Live markets, conflicts, country risk, chokepoints, energy, and China decision …
— ○ ⏳ — — — — — —
64243
basilalshukaili
Agent Broker Claim
AI agents find, message & book SMBs; pay per call in USDC on Base via x402. 14 …
— ○ ⏳ — — — — — —
64244
ranjaka
MCP Server Demo Claim 1
A Model Context Protocol server that provides tools and resources for Java CI/C…
— ○ ⏳ — — — — 81 —
64245
sjgant80-hub
barberhq-mcp Claim
Exposes foldkit's 7-prime spine, 7 κ-bands, and 6 fold operations as MCP tools …
— ○ ⏳ — N/A N/A — — —
64246
mikeysrecipes
Enables management and inspection of webhook tokens (URLs) and incoming request…
— ○ ⏳ — N/A N/A — — —
64247
Szpadel
Enables Codex CLI to perform code reviews on uncommitted changes via an MCP too…
— ○ ⏳ — N/A N/A — — —
64248
universal-mcp
Provides a standardized interface for interacting with Reddit's tools and servi…
— ○ ⏳ — — — — — —
64249
alejandro-ao
Example MCP server built with FastMCP, demonstrating tools, resources, and prom…
— ○ ⏳ — — — — — —
64250
md-ammar-97
Enables appending formatted content to Google Docs and creating styled Gmail dr…
— ○ ⏳ — — — — — —
Showing 64201–64250 of 69027 servers