MCP Server Quality Scores

Independent quality analysis of 69135 public MCP servers

69135
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 11 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55351
Zutrix-Technologies
Connect your AI tools to Zutrix SEO data, enabling access to projects, keywords…
— ○ ⏳ — — — — — —
55352
a-earthperson
MCP server for integrating LightRAG with AI tools. Provides a unified interface…
— ○ ⏳ — N/A N/A — — —
55353
ErnestoCorona
kanboard-mcp Claim
TypeScript MCP server for [Kanboard](https://kanboard.org) with multi-project r…
— ○ ⏳ — N/A N/A — — —
55354
emaxees
Enables controlling Ableton Live from Cursor using natural language commands fo…
— ○ ⏳ — N/A N/A — — —
55355
nizkl89
Enables AI-assisted security assessments by scanning URLs for SQL injection vul…
— ○ ⏳ — N/A N/A — 95 —
55356
Mutigen
packforge Claim
AI Agent Instruction Hub that orchestrates context-aware instruction packs for …
— ○ ⏳ — N/A N/A — — —
55357
GuodongDai2113
A TypeScript Model Context Protocol server that provides 21 tools for interacti…
— ○ ⏳ — — — — — —
55358
IIIJHORDANIII
Reads website pages and generates one cohesive image per page, with no text and…
— ○ ⏳ — N/A N/A — — —
55359
Thejosem4
An intelligent bridge between Claude and LinkedIn. This MCP server empowers Cla…
— ○ ⏳ — — — — — —
55360
privatenesk
bookmark-mcp Claim
A bookmark management MCP server that enables saving, searching, and managing b…
— ○ ⏳ — — — — — —
55361
alona-iaig
Enables AI agents to create and manage collaborative whiteboards with sticky no…
— ○ ⏳ — — — — — —
55362
halbert04
Connects AI assistants to ComfyUI for image, video, and audio generation, provi…
— ○ ⏳ — — — — — —
55363
nafwa03
specopt-mcp Claim
Enables prompt and code optimization using DSPy and MCP, with tools for optimiz…
— ○ ⏳ — N/A N/A — — —
55364
goodtoknow-online
goodtoknow Claim
— ○ ⏳ — N/A N/A — 95 —
55365
yanggf8
Wraps the Amazon Q CLI to enable MCP hosts to interact with Amazon Q's AI capab…
— ○ ⏳ — N/A N/A — — —
55366
kanishka-namdeo
Enables AI coding tools to interact with Electron applications for automated te…
— ○ ⏳ — N/A N/A — — —
55367
tools-mcp
Read-only vessel identity lookup, AIS-style positions, tracks, port calls, carr…
— ○ ⏳ — — — — — —
55368
zachspar
fred-mcp Claim
Enables querying and retrieving Federal Reserve Economic Data (FRED) including …
— ○ ⏳ — — — — — —
55369
kpfitzgerald
Enables AI applications to interact with Instagram Business accounts programmat…
— ○ ⏳ — N/A N/A — — —
55370
joshdougall
memory-mcp Claim
Persistent, searchable, versioned memory for AI agents, backed by Valkey and ex…
— ○ ⏳ — — — — — —
55371
chmald
Enables AI assistants to interact with Planka, a real-time Kanban board applica…
— ○ ⏳ — — — — — —
55372
KAIpany
A tool designed to help users connect AI Agents with the Feishu/Lark platform, …
— ○ ⏳ — N/A N/A — 95 —
55373
CiscoDevNet
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
— ○ ⏳ — — — — — —
55374
kanishka089
realhands Claim
An MCP server that lets Claude operate your real computer by moving the actual …
— ○ ⏳ — N/A N/A — — —
55375
antonhofstader
Connects Claude to a running Autodesk Civil 3D instance via COM automation to p…
— ○ ⏳ — N/A N/A — — —
55376
adamrdrew
Enables Claude to automate macOS applications, manage files, control music, sen…
— ○ ⏳ — N/A N/A — — —
55377
matiasnjacob
github-mcp Claim
Local MCP server for safe GitHub developer workflows. Enables pulling main, cre…
— ○ ⏳ — N/A N/A — 95 —
55378
salviz
Provides 23 tools for Google's Gemini API, enabling chat, multimodal analysis, …
— ○ ⏳ — N/A N/A — — —
55379
mrbit-dev
Enables AI assistants to interact with Google Drive, supporting file operations…
— ○ ⏳ — N/A N/A — — —
55380
yar3333
A lightweight MCP server that bridges AI agents with a local ComfyUI instance t…
— ○ ⏳ — N/A N/A — — —
55381
0xkaz
agent-bridge Claim
A Kanban board enabling AI agents and humans to collaborate on tasks through MC…
— ○ ⏳ — — — — — —
55382
bmorphism
MCP server providing semantic text analysis and compression tools via Hypernym …
— ○ ⏳ — — — — — —
55383
sdebruyn
CLI and MCP server for administering Microsoft Fabric Data Warehouses and SQL A…
— ○ ⏳ — — — — — —
55384
garethbeaumo
Bridge between AI assistants and OriginLab, enabling data import, plotting, ana…
— ○ ⏳ — N/A N/A — — —
55385
pipeworx-io
Enables querying the US Federal Register API for federal register documents and…
— ○ ⏳ — — — — — —
55386
malston
Provides order lookup, customer lookup, and refund issuance tools with categori…
— ○ ⏳ — N/A N/A — — —
55387
tksfjt1024
Thin MCP server wrapping the Gemini CLI for AI assistants, supporting workspace…
— ○ ⏳ — N/A N/A — — —
55388
sabbyanandan
Streams Apple Watch health metrics (HRV, sleep, heart rate, etc.) to Claude via…
— ○ ⏳ — N/A N/A — — —
55389
xhae123
leafeep-mcp Claim
A quiz distribution and grading server for educators. Create exams, generate st…
— ○ ⏳ — — — — — —
55390
jscottym
legal-mcp Claim
Enables US case law search, citation parsing, practice management via Clio, and…
— ○ ⏳ — — — — — —
55391
Kletternaut
ScopeMCP Claim
An MCP server that connects AI assistants to the Owon DS1102 oscilloscope, enab…
— ○ ⏳ — N/A N/A — — —
55392
paimonchan
Fetch web pages with SSRF protection. Returns clean, readable markdown from any…
— ○ ⏳ — N/A N/A — — —
55393
bagasta
A production-ready MCP server with demo tools (calculator, web search, web fetc…
— ○ ⏳ — — — — — —
55394
cupkappu
Enables AI assistants to read, write, and manage Obsidian notes, folders, and p…
— ○ ⏳ — N/A N/A — — —
55395
nsoult-agentic
mcp-voice Claim
Enables Claude to generate, rewrite, de-AI, and transform text into a specific …
— ○ ⏳ — N/A N/A — — —
55396
sjgant80-hub
Provides MCP tools and resources for the foldkit SDK, enabling interaction with…
— ○ ⏳ — — — — — —
55397
uitkhoanna
An MCP server that statically audits Solidity smart contracts for common vulner…
— ○ ⏳ — — — — — —
55398
dbmcco
Enables Claude to manage Apple Reminders on macOS, including creating, reading,…
— ○ ⏳ — N/A N/A — 95 —
55399
PantherWatch
panther-mcp Claim
Enables AI assistants to backtest trading strategies described in plain English…
— ○ ⏳ — N/A N/A — — —
55400
averray-agent
Averray Claim
Paid work for agents: claim verifier-checked jobs, submit, earn USDC. Some need…
— ○ ⏳ — — — — — —
Showing 55351–55400 of 69135 servers