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Self-healing Python — catches runtime errors, fixes code & dependencies via LLM + MCP

Publication-quality plots from CSV/TXT/DAT files — CLI, Python API, and MCP agent tool

MCP server for bolsai Brazilian financial data API

Local semantic search for markdown notes — MCP server

Claim-native database for agents — 1.3M claims/sec, provenance-tracked, 84 MCP tools. pip install attestdb attest-py

Composable APIs for document extraction, image transformation, and document & sheet generation.

Decision intelligence oracle. Send a coupling matrix, get factorization strategy.

https://github.com/cryptographer11/cryptoscholar

Expose a live RStudio session to MCP-capable clients.

Azure DevOps Boards work items over MCP (stdio). Requires Bun, org, project, and PAT.

Persistent memory for AI coding tools via MCP. Remembers across sessions and machines.

MCP server for Commodore 64 Ultimate hardware and VICE emulator control.

MCP server for code structure analysis using tree-sitter.

Read and verify Content Credentials (C2PA) from images and media using the c2pa Rust SDK

MCP server that exposes a Telegram bot

AI rap songs about today's headlines in any rapper's style. Free trial + x402 payments.

MCP Gateway: wrap any MCP server with cold-start retries, uptime SLA, and per-execution MPP billing.

Jira MCP server with scoped API tokens via api.atlassian.com gateway

S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted, crypto payments.

Validated 3D CAD modeling for AI agents via CAiD + CadQuery. 54 tools with geometry validation.