Browse 2,519 Model Context Protocol servers · pypiClear
Tools for floor plan validation, GLB checks, and 3D-print unit math — Ritn3D companion.
MCP server for creating and managing SOPS-encrypted secrets
Deterministic signed verification of numeric & financial claims for AI agents & spreadsheets.
macOS-first MCP bridge for FL Studio using CoreMIDI and FL Studio Python MIDI scripts.
Look up company logos and brand data via the logo.dev API.
PDF reader for vision LLMs. Auto-detects text corruption and switches to image mode.
HF propagation analytics. 175M WSPR/RBN signatures, band openings, solar correlation.
QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vLLM)
Fast indexed code search for AI agents, powered by Sourcegraph Zoekt.
Persistent memory for Claude via weighted, interconnected knowledge nodes.
Add papers and books to Zotero by DOI, arXiv ID, or ISBN and manage your library
Azure FinOps MCP: cost, budgets, forecasting and optimization for Claude, VS Code and Cursor.
Patent-pending diagnostic + decisions-ledger engine with operator briefs and an MCP console.
AI-controlled hardware: GPIO, robotics, sensors, cameras, mesh networking for IoT
Authority-weighted memory graph for AI agents with conflict detection and semantic search.
Redacts PII/PHI from text before it reaches an LLM. Fail-closed, self-hosted, no egress.
26 free OSINT tools as MCP tools for AI agents. Auto-installs everything on first run.
Live ArduPilot control over MAVLink: state, params, modes, prearm diagnosis, gated arm. SITL-first.
Run end-to-end ML experiments from natural language (XGBoost, LightGBM, Optuna).
Run long shell commands as background tasks: start them, keep working, collect the results later
138-tool MCP server for AI agent firms: security, A2A, Hebbian memory, fleet mgmt
Personal finance MCP server with budgeting, analytics, and PostgreSQL.
Deterministic cross-branch conflict detection for AI coding agents
Create interactive web apps, games, and 3D scenes using Rosh — a plain-English language