MCP servers on PyPI
Python servers you run with uvx, pipx, or pip.
cloud-audit
AWS security scanner with attack chain detection, IAM privilege escalation, and fixes
crosstabs
RemoteFree survey crosstabs with local analysis and temporary hosted MCP project workflows.
cwa-mcp-server
MCP server for Taiwan CWA open data: weather forecast, earthquake, warnings, typhoon.
Django ORM Lens
Django ORM static analysis MCP. Models, relations, migrations, indexes, signals, N+1.
excel-vision-mcp
Excel MCP with image extraction and write support — AI agents see and edit xlsx files
Federal Register
Federal Register proposed/final rules, notices, executive orders, FAR cases. 8 tools.
idamesh
MCP server for IDA Pro: decompiler, disassembler, and analysis tools for MCP clients.
inbox-to-action
Agentic Gmail triage: classify, summarize, extract tasks, draft replies. Never sends.
inferbench
Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.
Inference AIops
Governed GPU inference ops (vLLM + Ray Serve): latency RCA, scaling, drain, 39 tools.
iso20022-bank-profile-mcp
Local MCP server that serves and validates bank-specific ISO 20022 clearing profiles.
iso20022-evidence-pack-mcp
MCP server: seal & sign ISO 20022 readiness evidence into tamper-evident audit packs.
jPOS MCP Server
MCP server for jPOS and ISO 8583. Deterministic payment protocol tools for AI agents.
lethe
Context GC for LLM agents: offload large tool outputs and recall them to save tokens.
local-delegate
Delegate mechanical text tasks to a local OpenAI-compatible LLM to save Claude quota.
Lucius MCP
MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.
Lumino MCP Server
AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools
mcp
Institutional 13F intelligence: 8,600+ managers, holdings, peer search, sector flows.
MCP Office Excel
65-tool Excel MCP server. Read, write, format, and export .xlsx files. Windows-first.
MCP Sandbox Computer VM for AI
Named Docker and Fly Machine sandbox computers with an interactive MCP App dashboard.
mcp-pharma
Drug reference: GRLS, VEDL prices, Roszdravnadzor series recalls. Not medical advice.
MTG MCP Server
Magic: The Gathering card search, combo lookup, draft analytics, and Commander tools.
openbrowser-ai
AI browser automation. Write async Python to navigate, click, type, and extract data.
oswright
Windows desktop automation that re-reads only what changed: 7x fewer tokens per task.
PostgreSQL CVE & Release Intelligence
PostgreSQL security for AI agents: CVEs, yanked releases, exploits, and upgrade paths
Pseudolife Memory
Persistent memory for MCP-compatible agents: memory bank, fact cortex, dreams, graph.
QuantContext
Deterministic stock screening, backtesting, and factor analysis for AI trading agents
quellgeist-commits
Read-only MCP server: get_recent_commits over a local deploy log (Quellgeist triage).
Remembra — AI Memory Layer
Persistent AI memory with entity resolution, temporal knowledge graph & 11 MCP tools.
semhood
AST-based semantic code search; results ship with their call graph (calls + callers).
SimConnect MCP
MCP server for MSFS SimConnect - full read/write access to SimVars, L-vars and events
skillkit
Toolbox for AI agent skills: scaffold, lint, pack, install, and serve SKILL.md skills
SpendShield
Authorization layer between AI agents and money: ALLOW/APPROVAL/DENY, budgets, audit.
TridentChain Security
Local supply-chain CVE scanner via OSV/NVD. Scans deps and IDE extensions. No upload.
ui-ticket-mcp
Human-to-AI code review bridge. Review UI in the browser, AI agents fix code via MCP.
Vidgrid — eyes for video
Give an AI agent eyes for video: turn a clip into a numbered frame grid + transcript.
workloadtruth
Classifies GPU workloads as inference or training from telemetry alone via MCP tools.
workspaceguard
Wraps the WorkspaceGuard CLI as a single generic MCP tool for workspace usage checks.
XCP-ng AIops
Governed XCP-ng ops via Xen Orchestra — 29 MCP tools with audit, budget, undo guards.
xmlriver-mcp
Google/Yandex SERP parsing and Yandex Wordstat keyword frequency via XMLRiver XML API
AIRAS
Automated AI research toolkit: hypothesis generation, experiments, and paper writing
AOTrust Notarization & Evidence Server
Cryptographic proof of existence for AI agents. Base x402, NEAR anchored. Free tier.
Archiet
Archiet MCP server: scaffold full-stack apps from PRD text and extract capabilities.
ask-fable
MCP server for Anthropic's Claude Fable, Opus 5, and multi-model reasoning councils.
bankstatementparser-mcp
MCP server for parsing bank statements (BAI2, MT940/MT942, CAMT.053, OFX) via stdio.
ChainWeaver
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between steps.
codeintel
Local-first SCIP code navigation and Zoekt search over your own indexed repositories
Codex ServerOps MCP
Stateful Windows OpenSSH server operations for Codex with local credential handling.