MCP servers on PyPI
Python servers you run with uvx, pipx, or pip.
Perplexity Agent
Multi-step web research with citations via Perplexity's Agent API. Standard library only.
ProxmoxMCP-Plus
Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.
Raposa Aval — human approval
Human approval for AI agents: a named person approves or rejects, silence is not consent.
Silica Core
Retrieval over the folder the session opened: files, search, read, code_pack, write_note.
Site Intelligence
Score any coordinate for ecological and agricultural land suitability from satellite data
TAR Engine
Audit AI skill safety before you ship. Static, semantic, adversarial, supply chain scans.
techmanual.ai
RemoteSearch technical manuals for T&M, industrial automation, and power electronics equipment.
Telys — on-device memory
Private on-device memory & retrieval for AI assistants — offline vector + lexical search.
Vizier Guard
Deterministic authorization and security guard for AI agent actions with signed receipts.
watch-skill
Watch video and live sessions, keep timestamped evidence, and verify an agent's own work.
A11Y Toolkit
The accessibility layer for AI coding agents: audit, fix, document and watch - WCAG 2.2.
ac-jobs
Admission gate for AI agents: submit a step, get admit/hold/reject vs your constitution.
akf
Trust metadata for AI agents — check files before building on them, stamp verified work.
Cosmergon
Living economy for AI agents — Conway physics, energy currency, marketplace, reputation.
DistrictAPI
US public school districts and schools by address — enrollment, demographics, boundaries
Docmancer
Local-only MCP server for source-attributed Markdown memory and documentation retrieval.
Frappe MCP Server
Interact with Frappe/ERPNext sites — document CRUD, search, and whitelisted method calls
Global Agent Memory
Shared, project-aware memory for Claude Code, Codex, and other agents with human review.
Google Search Console
Google Search Console: SEO audits, performance queries, URL inspection, indexing checks.
GSA Per Diem
GSA Per Diem access readiness, lodging, and meals and incidental expense rates. 7 tools.
hypruse
Computer use for Hyprland: semantic desktop state over IPC, plus vision and native input
Incident Response MCP for Apache Airflow
Diagnose Airflow failures from UI links with bounded logs and optional recovery actions.
Infraveil Agent Guard
Gate an AI agent's destructive actions behind human approval, with a tamper-evident log.
Kilter Board Logbook
Read-only access to your Kilter Board logbook: sessions, sends, projects and grade stats
LibraryAPI
US public libraries and branches near any address, with collections from the IMLS survey
mcp-unifi-applications
Queryable UniFi API docs: endpoint search, schemas, code examples. No controller access.
memgit
Git for AI memory — version-controlled, searchable context that persists across sessions
Mergetrain
Queue parallel-agent worktree branches, test together, serialize and recover Git pushes.
Multisim MCP
Generate Multisim circuits, run simulations, export data, and create experiment reports.
Outlook MCP
Microsoft Outlook personal accounts: mail, calendar, contacts, to-do, drafts (62 tools).
searchts
Keyless web access for AI agents: read bot-walled pages as Markdown, search, grab assets
Shopify MCP
Read-only Shopify Admin GraphQL MCP: query, introspect, bulk export, ShopifyQL. 6 tools.
SkyGlance — What's Flying Above You
What's flying above you: live aircraft, identity, routes, and your own sighting history.
Sovereign Gateway
Gating proxy for MCP servers: policy, verification and one audit trail across upstreams.
SuperMemory
MCP-first agent learning: capture failures, validate lessons, retrieve context, improve.
Swiss company data
Swiss company data: Zefix register, SHAB gazette, simap tenders, FINMA, GLEIF and ARAMIS
swiss-snb-mcp
SNB data portal: exchange rates, balance sheet, policy rates, SARON, monetary aggregates
tooluniverse
2,500+ scientific tools for AI scientists: life science, research, literature, and more.
Turbo Quant Memory
Local-first memory and knowledge graph for coding agents. Compact retrieval, no network.
univercity-mcp
Remote8-dimension business diagnosis with Revenue Leak Score and triple-option recommendations
Unofficial Apple Music for macOS
Ask for a playlist. Get a real one, playing in Apple Music — no account, nothing stored.
USASpending.gov
USASpending.gov awards, subawards, recipients, agencies, and federal accounts. 55 tools.
vdb
Check packages for CVEs, slopsquatting, and CISA KEV before your AI agent installs them.
VisualTorch
Render PyTorch architecture diagrams and animated GIF reveals from trusted model source.
voting-mcp
Social-choice voting rules (Borda, Copeland, Condorcet, STV, opinion pool) as MCP tools.
abs-mcp
Query the ABS in plain English — CPI, labour force, building approvals, migration, GDP.
AgentPool
See each coding-agent subscription's live limits and offload work to one with headroom.
aihw-mcp
Query the AIHW in plain English — mortality, cancer, health spend, hospital wait times.