MCP Servers 3,160
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Ozon Server
Ozon Seller & Performance API, 156 tools; responses trimmed 476k to 64k tokens.

Chess UCI
Analyze chess positions and get best moves from UCI engines such as Stockfish or Leela

searchts
Keyless web access for AI agents: read bot-walled pages as Markdown, search, grab assets

Codecanvas
Python code intelligence for coding agents: call paths, control flow, and change impact.

Aria Server
Search 35M+ PubMed, 400K+ ClinicalTrials.gov & ISRCTN trials.

Skillmatch
Job search and ranking pipeline via MCP for Claude Desktop.

Neo — AI/ML Engineering
AI/ML engineering MCP server for Neo — submit tasks, track execution, and retrieve outputs.

AiPayGen — 65+ AI Tools as an MCP Server
65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows

Fivetran
MCP server for Fivetran API - manage syncs, check status, and control data pipelines

bhoonidhi-mcpNew
Search, save, and download satellite scenes from ISRO's Bhoonidhi portal in natural language.

mcpifyNew
Focused, production-ready CLI: turn any OpenAPI REST API into an MCP server.

Whatsapp Macos
WhatsApp MCP for macOS - Read messages from local DB, send via WhatsApp Web.

MCP Virtual ComputerNew
A persistent Docker or Fly computer with a Three.js interface and optional live Xfce desktop.

Aruba Email & Calendar
MCP server for Aruba email and calendar via IMAP/SMTP/CalDAV

PDF Card MCP
Local-first MCP server + CLI that turns PDFs into source-linked, card-based HTML readers.

Cogmem
A self-improving, verifiable memory layer for AI coding agents.

Math
GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

OpenAdapt Agent (openadapt-flow bridge)
Local Beta bridge for governed openadapt-flow workflows and attended actions.

GCP Platform EngineerNew
Read-only GCP tools for debugging incidents and finding cost savings

PlaceRoot
Grounds AI agents in Overture Maps open data — compact answers, no API key.

Air Blackbox
EU AI Act compliance scanner for Python AI agents — scan, analyze, and remediate


