MCP Server Quality Scores

Independent quality analysis of 43430 public MCP servers

43430
Discovered
29453
Scored
2111
Verified
16952
Complete

Last updated 2 hours, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42451
erickvs
Enables AI agents to speak and listen in real-time with interruption handling, …
N/A N/A
42452
Kyrnepi
MCP server for controlling PowerExchange/Fancy Control devices via HTTP. Provid…
42453
valentinludu
oblio-mcp Claim
Unofficial MCP server for Oblio.eu accounting software enabling natural languag…
42454
IBM
Provides a modular MCP server to integrate with IBM Data Intelligence services,…
42455
ntunes
Enables management of network devices via SSH using Netmiko, supporting command…
N/A N/A
42456
ark-forge
mcp-dora Claim
DORA compliance scanner MCP server that scans projects for regulatory gaps, cla…
N/A N/A
42457
jimmy-larsson
Enables Claude Code to manage Gmail, Google Calendar, and Google Drive via a de…
42458
eshaanmathakari
MCP server that fetches and searches the latest stable documentation for any pa…
42459
sotayamashita
Converts any OpenAPI/Swagger API specification into MCP tools that AI assistant…
42460
drifthoundhq
Enables Claude to discover and understand infrastructure-as-code drift by listi…
42461
kanzelsberger
Provides live App Store rankings, charts, app details, reviews, and search acro…
42462
AlwaysSany
A FastAPI application that hosts multiple MCP servers for weather, news, curren…
42463
Rumblingb
Enables asynchronous messaging between AI agents, including sending messages, p…
N/A N/A
42464
UnbearableDev
Four IaC audits in one call: Compose, Dockerfile, GitHub Actions, Kubernetes. 1…
42465
apajon
mempalace Claim
Enables persistent local memory in VS Code Copilot Chat via MemPalace, using a …
N/A N/A
42466
Sri-Lohith-Mulugu
Code-Oracle Claim
MCP server for automated architectural mapping, security vulnerability detectio…
N/A N/A
42467
willpowell8
Enables programmatic control of Cursor's cloud-based AI agents for automated co…
42468
choplin
jira-cli-mcp Claim
MCP server that wraps the jira-cli command-line tool to enable AI assistants to…
N/A N/A
42469
prabhakar1234pr
Enables Claude to search AI/ML jobs across Greenhouse, Lever, and Adzuna, with …
42470
alshurov13
Enables natural language interaction with Allure TestOps API for managing test …
42471
iniarfia
A modular, scalable server designed to enhance sequential thinking processes wi…
N/A N/A
42472
dvcrn
Enables AI tools like Cline to manage Linear issues, projects, and teams via th…
42473
cadlens-co
cadlens-mcp Claim
Model Context Protocol server that wraps the CADLens REST API.
N/A N/A
42474
tomjwxf
Offline receipt verifier. Ed25519 signature verification without contacting any…
N/A N/A 95
42475
jaablon
SEC EDGAR filings parsed: 8-K body-text classification, 13D activist tagging, S…
42476
clauxel
A paid remote MCP for Pydantic AI structured output, built to return verdicts, …
42477
UnbearableDev
kube-linter audit for Kubernetes manifests — 63 checks: security, availability,…
42478
cotton357
Maya MCP Claim
Enables AI assistants like Claude Desktop to control Autodesk Maya via natural …
N/A N/A
42479
trustrails
Search and compare 26,000+ UK electronics products across multiple retailers i…
81
42480
CameronFoxly
Enables AI assistants to create, animate, and export ASCII art using natural la…
N/A N/A
42481
vreko-dev
Enables AI-powered code safety analysis including risk detection, secret scanni…
42482
MWGMorningwood
An Azure PaaS-hostable MCP server that provides a workspace-grounded knowledge …
81
42483
Nisarg-Shah2302
Enables managing daily change logs with automatic formatting, intelligent monit…
N/A N/A
42484
godle
Free AI prompt API with 185 expert role contexts and 1,741 prompt templates acr…
81
42485
punt-labs
Enables Claude to speak in 70+ languages, including pronunciation, audio flashc…
N/A N/A
42486
lazymac2x
Cloudflare Workers MCP server: cron-collision-detector
42487
magi8101
MCPy Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
81
42488
non-npc
A Python-based server for managing and analyzing code context for AI-assisted d…
N/A N/A
42489
swahlquist
Flask-based server that exposes callable tools via HTTP endpoints for AI agents…
42490
vini1994
Provide secure and detailed analysis of your BingX trading data through a speci…
N/A N/A 95
42491
MaidedPonce
My First MCP Claim
A basic MCP server implementing a weather tool using Next.js and the Vercel MCP…
42492
jagonzalr
knocoph Claim
Transforms TypeScript and JavaScript codebases into a persistent code knowledge…
N/A N/A
42493
ahmedselimmansor-ctrl
Enables AI agents to control Instagram accounts programmatically, supporting pr…
N/A N/A
42494
islobodan
cotforce-mcp Claim
Give brains to your small models. MCP server enforcing step-by-step Chain-of-Th…
N/A N/A
42495
chirag1749
MCP server for the Fund Tracking System, enabling agents to manage lending busi…
N/A N/A
42496
aliwatters
Browser automation for AI agents via the Model Context Protocol, enabling web n…
N/A N/A
42497
mnot
webcal-mcp Claim
A read-only MCP server that exposes iCalendar feeds as queryable tools for LLM …
N/A N/A
42498
freeappstore-online
mcp Claim
AI agent tools for FreeAppStore: deploy status, SDK docs, app info, platform gu…
42499
jhamblin
oura-mcp Claim
Exposes the complete Oura Ring v2 API to LLM agents, including detailed sleep d…
42500
Dishant27
Enables programmatic interaction with Medium's content ecosystem for intelligen…
Showing 42451–42500 of 43430 servers
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