MCP Servers 3,410
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state-trace
Bounded working memory for coding agents — typed nodes, current-vs-stale state, MCP-mountable.

Data Profiler
Profiles CSV/Parquet/Excel/JSON files: schema, stats, quality flags and dtype tips for LLM agents.

MCP Dados Brasil
Servidor MCP com dados oficiais brasileiros: IBGE, Banco Central, INMET, Câmara e Senado.

Sdcgovernance
Governance validation for Semantic Data Charter instances; returns OASIS XACML decisions.

J-Quants MCP
MCP server for retrieving Japanese stock market data via J-Quants API v2

Amazing Marvin (complete)
Amazing Marvin task manager: complete public-API coverage (37 tools) with built-in rate limiting

Costco
MCP server for Costco warehouse receipts and online orders

rmbr
Embedded, local-first memory and retrieval for AI agents.

Macwhisper Server
MacWhisper transcription for Claude Desktop.

Proxmox AIops
Governed Proxmox VE VM/container ops — 43 MCP tools with audit, budget, undo & risk-tier guards.

fittok
Retrieve only the relevant code for a codebase question, within a token budget.

Swiss Democracy
Parliament OData, Swissvotes, referendums, voting results

Molecular
GPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems

ABAP Accelerator
MCP server for SAP ABAP development with 15 tools for ABAP objects, syntax, ATC, and more

Aseprite Live
Live+headless Aseprite MCP: Unity export, art-QA, tilemaps, in-editor dialogs, update-aware

Waitbus
Workstation-local event bus: agents wait on or emit CI/pytest/Docker/filesystem events, no polling.

Laugh Tale
The capstone of the Grand Line stack — collect every tool to reveal the One Piece.

LocalKeep
Local chronological memory banks you control; Claude recalls them via MCP.

Ariadne
Deterministic local cross-service API-chain discovery for AI coding agents.

MCPAmpel - MCP Security Scanner
Scan installed MCP servers for security vulnerabilities with 16 detection engines.

Veriswarm
VeriSwarm MCP Server — Trust infrastructure for AI agents via Model Context Protocol


