MCP servers on PyPI
Python servers you run with uvx, pipx, or pip.
CLIO Geojson
MCP server for inspecting, validating, and summarizing GeoJSON documents (stdlib only)
CLIO Lmod
Lmod MCP - Environment Module Management for LLMs with comprehensive module operations
Colab Drive MCP
Synchronize Colab notebook files through Google Drive without executing notebook code.
excel-mcp
Read real, messy Excel files from an agent: multiple sheets, title rows, merged cells.
FL Studio MCP Mac
macOS-first MCP bridge for FL Studio using CoreMIDI and FL Studio Python MIDI scripts.
Google data (Trends, YouTube, Ads Transparency, Play)
Google Trends, YouTube, Ads Transparency and Play reviews over plain HTTP. No API key.
habari-mcp
MCP server for news and public-information coordination in East Africa (habari = news)
IAMF Sentinel
MCP server for the iamf-sentinel IAMF conformance validator and the iamf-loom packager
inbody-api-mcp
MCP server for InBody body-composition data — scans, body fat, muscle mass, body water
lanhu-design-mcp
Read Lanhu design specs and export fine-grained UI assets with platform-adjusted units
Literature Review Council
Multi-agent literature review: research, peer review, and synthesize grounded reports.
llm-kosh
Local-first AI memory cartridge with persistent MCP memory for Claude via SQLite FTS5.
LN Church Agent MCP
Inspect-only HTTP 402 surface classifier. Keyless, no wallet, no signing, no payments.
mcp
RemoteAugments MCP Server - A comprehensive framework documentation provider for Claude Code
mcp-clinical-reasoner
Drug interactions (FDA), dose range check, allergy cross-reactivity. No PHI processed.
mcp-folder-scout
Read-only folder triage: what is in a folder, what is stale, and where the space went.
mcp-multi-poc-beta
PoC beta server - extras-gated deps, subcommand selection, same PyPI package as alpha.
meddata
Drug & supplement lookup and interaction checks from free U.S. government health data.
MikroTik RouterOS
MikroTik RouterOS over the binary API, addressing rules by real .id not list position.
openfinance-br-mcp
Secure Open Finance Brasil MCP server with typed tools and a credential-free mock mode
OSINT MCP
26 free OSINT tools as MCP tools for AI agents. Auto-installs everything on first run.
quellgeist-metrics
Read-only MCP server: query_metrics over local metric time-series (Quellgeist triage).
reconcile-mcp
Reconcile camt.053 statements vs expected pain.001 payments with explainable matching.
reddit-growth-mcp
Find where to post on Reddit and score your draft before posting — no API keys needed.
refigure
Convert DOCX/XLSX to Markdown — native chart-data extraction, optional VLM for figures
robo-cortex
Git-aware memory store for AI coding agents; memories are anchored to git blob hashes.
rubric-mcp-server
Attest agent decisions and verify records on a public ledger. Evidence, not just data.
sdcvalidator
SDC4 structural validator with ExceptionalValue recovery; thin wrapper over xmlschema.
shimguard
Wraps the ShimGuard CLI as a single generic MCP tool for agent-shim provenance checks.
smartrent-mcp
Control SmartRent smart home devices (locks, thermostat, switches, sensors) via Claude
SpineFrame
Governance runtime for AI agents with signed provenance, compliance audits, and OSINT.
structured-address-fix-mcp
MCP server for ISO 20022 postal-address remediation ahead of the Nov 2026 CBPR+ cliff.
tableau-graphql-mcp
Ask any Tableau lineage question, in any MCP client, through the Tableau Metadata API.
tradememory-protocol
Tamper-evident decision audit trail and outcome-weighted memory for AI trading agents.
tweetkit-x
Post, delete & read on X (Twitter) using your own logged-in web session — no paid API.
Unity API Documentation
Accurate Unity API docs (2022/2023/6) for AI agents. Prevents hallucinated signatures.
universal-host-manager-mcp
Cross-platform FastMCP server for authenticated remote Linux/macOS host administration
wb-mcp-server
Wildberries Seller API, 197 tools; responses measured and trimmed: 770k to 75k tokens.
xlsx-tools-mcp
MCP server for accurate, structure-preserving read/write access to Excel (.xlsx) files
zaxy
Event-sourced, auditable agent memory over MCP: cited checkout, replayable provenance.
ActTrace
Classify AI systems under the EU AI Act and generate Article 50 transparency notices.
agent-observability
AI agent observability with deterministic record/replay for debugging agent failures.
agenticworkspace
Wraps the AgenticWorkspace CLI as a single generic MCP tool for repo workspace scans.
B4n1Web
Ultra-lightweight browser engine for AI agents. 33 MCP tools, 4 SDKs, cross-platform.
BAILII UK Case Law
Search UK case law on BAILII — court judgments with section extraction. Runs locally.
boot-doctor-mcp
Deterministic PC no-boot/no-POST diagnostics: real beep-code tables, no LLM guessing.
CGIS Code Graph
Code graph for AI agents: impact analysis and call tracing for Python and TypeScript.
clearfront
OSINT sweep of a digital footprint: breaches, accounts, data brokers, domains and IPs