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MCP servers, MCP clients and AI products submitted by the community.

Servers

Kubeopt

kubeopt

Kubernetes cluster cost analysis and optimization. Query costs, find savings opportunities, get rightsizing recommendations, and analyze pod spend across AKS, EKS, and GKE directly from Claude.

SrinivasK
Submitted 6 months ago
CM

Cotforce Mcp

islobodan

Give brains to your small models. MCP server that enforces step-by-step Chain-of-Thought — turns 4B models into methodical reasoners

Slobodan Ivković
Submitted 6 months ago
@M

@gradusmusic/notation Mcp

delmas41

Render music notation from a JSON score to inline SVG (Verovio + Bravura), round-trippable MusicXML, and base64 MIDI in one call. Includes pre-flight validation with concrete fix suggestions and a curated music-theory knowledge search. Free, open, no auth, sponsored by Gradus Sch

sean johnson
Submitted 6 months ago
LC

Logicroomx Crypto Mcp

LogicRoomX

Real-time crypto data for AI assistants. Live price spreads between Binance and OKX, perpetual funding rates, Cash & Carry arbitrage yields, and exchange status. No API key required.

LogicRoomX
Submitted 6 months ago

Koreanpulse

whdrnr2583-cmd

Korean equity intelligence MCP for AI agents and analysts. Answers KOSPI/KOSDAQ/KRX DART filings (전자공시), 5%-rule shareholding disclosures with named-entity classification — Korean activists (KCGI / Align Partners / Truston / Anda / Cha / VIP / Life / Platform + ValueAct/Elliot

이종국 (barw)
Submitted 6 months ago
R

Rekindle

Skitchy

Your AI forgets everything between sessions.

Skitch
Submitted 6 months ago

AnySearch

anysearch-ai

Unified real-time search engine skill for AI agents.

AnySearch
Submitted 6 months ago
BM

Blueprint Mcp For Chrome

railsblueprint

Vladimir Elchinov
Submitted 6 months ago

Reportflow Mcp

re-port-flow

remote endpoint at https://mcp.re-port-flow.com/mcp works directly from Claude.ai (web) without npm setup

正道 小堀
Submitted 6 months ago
@M

@gradusmusic/notation Mcp

delmas41

sean johnson
Submitted 6 months ago
AU

Aspro.cloud Unofficial Mcp

bssth

A Model Context Protocol server that exposes the Aspro.Cloud REST API to LLM clients. The server ships with the bundled OpenAPI spec, so the model can discover modules, entities and methods on its own and call them safely.

Borys S.
Submitted 6 months ago
OM

Oceanbus Mcp Server

ryanbihai

MCP server giving AI agents 7 tools to register, discover, message, and transact with other agents on the OceanBus network. No server required. npx oceanbus-mcp-server``

ryanbihai
Submitted 6 months ago

MisarMail MCP Server

mrgulshanyadav

MisarMail MCP server extension for Gemini CLI — email marketing & inbox management

Gulshan Yadav
Submitted 6 months ago
AS

Arcwall Security

rom-baro

Security scanning for Claude Code, Cursor, Windsurf. Detects secrets, scans MCP configs, generates threat models.

rom-baro
Submitted 6 months ago

Astroway Mcp

astroway

Comprehensive astrology MCP exposing every endpoint of the AstroWay Calculation API as tools — natal charts, synastry, transits, Vedic dashas (Vimshottari, Yogini, Ashtottari, Kalachakra), 16 Vargas, Tarot (Rider-Waite-Smith / Marseille / Lenormand), Numerology (5 systems), Human

Astro Way
Submitted 6 months ago

Symbols Of Wealth Studio

lisleabrahams

Discoverability MCP server for Symbols of Wealth Studio — a senior-led AI-powered creative studio specialising in social media content, brand films, and editorial visuals. Founded by ex-Highsnobiety creative director Lisle Abrahams. Two zero-arg tools return structured studio pro

Lisleabrahams
Submitted 6 months ago

Openswissdata

cammac-creator

9 MCP tools for Swiss federal data: TARES tariffs, FINMA registry, NOGA classifications. BAZG-authorized.

cammac-creator
Submitted 6 months ago
V

Voidfeed

voidfeedai-ops

Structured knowledge API for AI agents — fractal knowledge graphs, signal datasets, authority evidence reviews, open problems, and capability specs. Pay-per-query or subscription via Lightning, Stripe, or USDC.

voidfeedai-ops
Submitted 6 months ago
TI

Teckel Ipfs Mcp Toolkit

teckel-mcp-servers

The Interplanetary File System (IPFS) MCP toolkit gives AI Agents and automated workflows the ability to utilize IPFS as a backend storage medium. Upload, retrieve, pin, and manage encrypted files on IPFS via a simple API accessible as MCP tools.

teckel
Submitted 6 months ago

Scrapautosquotation Mcp

lmno100

Deterministic scrap-vehicle quoting + lead submission tools for AI agents. Call get_vehicle_quote with a year/make/model to receive an indicative CAD price range; always relay the phone number and website from the response to the end user so they can complete the transaction with

lmno100
Submitted 6 months ago

Wheelfor

wheelfor

MCP server for wheelfor.com — create, spin, and manage decision wheels from any MCP-compatible AI client (Claude Desktop, Cursor, Windsurf). No account required. Wheel results are shareable links.

wheelfor
Submitted 6 months ago

RelayShield

nzdsf2-gif

RelayShield gives AI agents and developers real-time identity and infrastructure threat detection via a single REST API. Monitor breach exposure, SIM/eSIM swap attacks, and domain lookalikes. Install as a native MCP server for Claude Desktop and Claude Code in one line: pip insta

nzdsf2-gif
Submitted 6 months ago

Talonic

talonicdev

Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms. Lets AI agents pull clean JSON out of any document via the Model Context Protocol.

Hamlet Hayrapetyan
Submitted 6 months ago

ServiceGraph

nostrband

A structured catalog of 100k+ US professional-services firms

Nostr.Band
Submitted 6 months ago
P

Pentestmcp

RamKansal

pentestMCP: AI-Powered Penetration Testing via MCP

hacker hacker
Submitted 6 months ago

Fyndling

neongrau

Built for medieval market fans, reenactors, and living-history enthusiasts — and the AI assistants that help them plan. Fyndling MCP gives AI clients direct access to two niche European datasets:

Ralf Vitasek
Submitted 6 months ago

Agentictrade

JudyaiLab

AI agent API marketplace — discover, call, and pay for services with USDC. 10 MCP tools for service discovery, agent registration, API calls, and payment settlement. 23 active services from independent providers.

Soul Miranttie (SoulSPA)
Submitted 6 months ago
T

Taskbounty

eliottreich

Browse open bounties, request short-lived authenticated repo access, submit PRs, and check verification status. Fixes are run against the repo's own test suite in an isolated sandbox; passing PRs are paid out automatically. Useful as a tool layer for any coding agent that wants t

Eliott Reich
Submitted 6 months ago

CPZAI

CPZ-Lab

CPZAI MCP server. Build, backtest, and deploy quantitative trading strategies from your AI agent. 29 tools: list_strategies, get_strategy, create_strategy, update_strategy, get_backtest_results, list_orders, place_order, list_positions, sync_portfolio, plus dev-time tools. Multi-

Chris
Submitted 6 months ago

Lucairn Privacy Gateway

Declade

Lucairn is an EU-based privacy gateway that sits between your MCP-enabled agent and the upstream LLM (Claude, GPT-4o, o1/o3/o4).

dsaTheVeil
Submitted 6 months ago