MCP servers on PyPI
Python servers you run with uvx, pipx, or pip.
phylokit-mcp
Phylogenetic inference via IQ-TREE 2 — never returns a topology without its support
Polis Protocol
Local-first control plane for coding agents: routing, reservations, and guardrails.
QuantGist
Macro events, earnings & market data from QuantGist for Claude and other AI agents.
SageMath
Stateful SageMath MCP server with 40 tools and a sandboxed Sage session per client.
StackQL MCP Server
SQL-native query and provisioning engine for cloud infrastructure, served over MCP.
swiss-holidays-mcp
Swiss school & public holidays, 26 cantons, by Schulart (OpenHolidays + Nager.Date)
tubekit
Compliance-aware MCP server for YouTube publishing, analytics and creator insights.
TWZRD Agent Intelligence
Pre-spend x402 reputation from observed behavior, plus portable signed V6 receipts.
African Speech Corpora Quality Audit
Read-only, provenance-aware selection of Wolof speech corpora by measured quality.
agentburn
Local profiler: which usage window took you out, and where your agent's money goes
BanditDB
Persistent decision memory for agents — learns which action works in which context
MCP Blast-Radius Auditor
Static blast-radius audit for MCP servers before agent install. Manifest optional.
Notes Vault
Indexed search, schema-checked writes and session hooks for a markdown notes vault
Oura Ring
Sleep, readiness, HRV, resting heart rate, activity and stress from your Oura Ring
RepeaterBook
Look up amateur radio repeaters from RepeaterBook.com by location, band, and mode.
RGX — Snap Router + RyRank + Pricing-Truth
Tool selection, Cohere-compatible reranking, and on-chain pricing-truth for agents
swiss-courts-mcp
Swiss court decisions via entscheidsuche.ch, including federal and cantonal courts
thingctx
Drive devices and APIs from their W3C Thing Description. You gate every operation.
TopicForge
Read-only MCP server for ROS2 and DDS: topics, participants, QoS mismatches, bags.
TrainTools
Recommend paper-backed diagnostics for PyTorch and Hugging Face training problems.
verifyfirst
Look up what your verification method cannot see: 48 failures that report success.
vibatchium
Patchright stealth + Vibium-style LLM-friendly CLI for agentic browser automation.
AI Crypto Sniper MCP (renamed)
Renamed to AI Crypto Sniper. Use com.aicryptosniper/ai-crypto-sniper-mcp instead.
Apple Reminders
List, create, update, complete, and delete reminders in Apple Reminders on macOS.
cadloop Slicer
Find printer profiles, check bed fit, slice to .gcode.3mf and extract the G-code.
Cloudcraft MCP
Unofficial MCP server for reading and managing Cloudcraft architecture blueprints
GoldenAnalysis
Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.
Graqle
Graph-powered codebase reasoning, impact analysis, and governance tools over MCP.
ios-agent
Drive a real iPhone or an iOS Simulator with an AI agent, through XCUIAutomation.
Krita Codex MCP
Control Krita through a secure local MCP server and authenticated Windows bridge.
Read LinkedIn profiles, companies, jobs and messages via your own browser session
MindCore Memory MCP
AI long-term memory MCP server with importance scoring and confidence calibration
openlex-mcp
Canton Zurich legislation via ZH-Lex with full-text search and article extraction
Partuno — DigiKey & Mouser MCP Server
DigiKey and Mouser MCP server for component research, BOM analysis, and sourcing.
pitbridge
Local-first MCP bridge for NinjaTrader 8 behind a deterministic guardrail engine.
wgea-mcp
Query the WGEA in plain English — employer pay gap, workforce composition, leave.
woody-mcp
Woody, the AI firearms expert. Verified specs, legal lookups, and knowledge base.
Apple Notes
Inspect, search, create, edit, move, and organize notes in Apple Notes on macOS.
brick-bacnet-mcp
Read-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest
canvas-mcp
Canvas LMS integration for students and educators with optional privacy controls
carrydesk
Funding-carry rankings for Hyperliquid perps, metered per call in USDC via x402.
filingrail-mcp
SEC EDGAR financials, insider trades, 8-K events, and 13F holdings as MCP tools.
Flameox
Bounded local runtime evidence from explicit artifacts and typed direct targets.
MQ-Sentinel
Read-only IBM MQ diagnostics for AI agents. Cited root cause, never destructive.
NetLogo MCP
Create, run, and analyze NetLogo agent-based models through natural conversation
semahash
Content-addressed semantics: fail-closed handshakes over 457 cognitive patterns.
SignalBrain
Verifiable receipts for governed process changes; emit, validate, and gate trust
swiss-transport-mcp
OJP 2.0 journey planning, SIRI-SX disruptions, occupancy, fares, train formation