Trending MCP servers

ai.trendsmcp

Spot keyword demand rising or fading. Trend volume and growth signals. Free key at trendsmcp.ai

Mfgcalcs

com.mfgcalcs

5,400+ manufacturing calculators plus live U.S. tariff, PMI, cost-index, wage, and forecast data.

MCP Qwen Image

io.github.AceDataCloud

MCP server for Qwen Image 3 AI image generation

MCP Validator

com.wildrunai

Score MCP tool definitions 0-100. Checks names, schemas, annotations, and uniqueness.

Mssql Reader

io.github.ConnorBritain

Read-only MCP server for Microsoft SQL Server — schema discovery, profiling, safe querying

Signal Oracle

io.github.NeruoticFarrow

Pay-per-call change-intelligence feeds for AI agents over x402 (deps, security, regs, tariffs)

Accounts Payable — Charge 3pl Invoice Audit — Verdant Springs Industrial Supply (749db5bd)

com.a2awire

12 synthetic charge 3pl invoice exception cases: duplicate payments, policy-watch list entries, miss

KYMA Frequency MCP

io.github.BCXTRUST

Search KYMA369's public frequency library and open sets in the free KYMA app.

Aggrometer

io.github.Aggrometer

The gaming attention graph: Steam players, Twitch live viewers, aggro ratio, hype, history.

Qiskit Gym MCP Server

io.github.Qiskit

MCP server for qiskit-gym reinforcement learning quantum circuit synthesis

Orbitwren

dev.workers.cybermax-tools.cybermax

Orbital data center & space AI compute tracker MCP: projects, launches, orbits, alerts. 100 free/day

Fifty50

com.cherokeeai

Find a co-founder and split equity fairly — partnership analysis + co-founder marketplace.

CodemagicMcp

io.github.AgiMaulana

Codemagic CI/CD MCP Server — manage builds, apps, artifacts, and caches from your AI

Zotio

io.github.OrgMentem

Zotero MCP server: local-first search, library checks, and preview-first writes for AI agents.

Kooma — Bambara AI

ai.kooma

Bambara AI over MCP: text-to-speech, transcription and translation (Bamanankan + more).

SoundGTM

com.soundgtm

AI-native PRM: track partner pipeline, deals, and commissions, and manage partner outreach.

Execute Cell Balancing Algorithm

io.github.Evozim

Premium agentic endpoint for cell-balancing-algorithm-mcp.

Specmate

io.github.Alele496

BSV coding knowledge engine for AI agents — pre-compile traps and post-compile diagnosis.

Spanly

com.spanly

MCP observability. Query live traffic, errors, duration, and alerts from your AI agent.

Triall

io.github.MaartenRischen

Multiple AIs peer-review and debate your question, then return one fact-checked answer.

Mixpanel

com.mcparmory

Analyze user behavior with funnels, retention, cohorts, and event segmentation

Instagram Scraper: Reels To Text, Posts, Comments, No Login

io.github.ArpitGandhi1934

Public Instagram reels, posts, profiles and comments, plus reel-to-text transcripts. No login.

Clarifyprompt

io.github.LumabyteCo

AI prompt optimization for 58+ platforms across 7 categories with custom platforms

Corbelworks Utility Defect Scan And Buyer Intake

dev.pages.corbelworks

Preflight utility evidence, open a $149 scan checkout, and file scoped buyer intake.

Carbikly Tools

com.carbikly

Carbikly: the monthly searches, read from search (a month), served as an agent-callable dataset...

Sohum Shared Work

dev.sohum

Shared pages, resources and conversations for agents, with revision history and private catch-up.

MatchOffice

com.matchoffice

Search commercial real estate locations and create inquiries on MatchOffice.

Dataset Join & Merge (VLOOKUP For Datasets)

io.github.Nero-Engine

Returns two Apify datasets, files or Google Sheets by URL, or JSON arrays joined on key fields...

Site

com.comparevetsoftware

Compare Vet Software: the site's own MCP server — compare, enquiry (enquiry = a human handoff,...

7Maps

io.github.XLSV777

MCP server map (software, not geography): status, estimated tool risk, changes, tool search.

Korala

ai.korala

Document signing: draft agreements, prepare signing requests, send them and track who has signed.

Agam

in.ashwingopalsamy.home

Keyless public journal reads: construction costs, day-wise work, source precision and exact INR.

Einvoicewiz

com.einvoicewiz

Generate & validate EN 16931 e-invoices (Factur-X, ZUGFeRD, XRechnung); verification certificates