MCP Servers

Cross-project knowledge graph for MCP — map features across mobile, backend, and admin codebases.

A local-first MCP server that routes development tasks to authoritative project documentation.

Scores your prompts against your real codebase — context-aware prompt intelligence

Read-only ProvenTools business ideas, evidence, build prompts, and validation reports.

MCP server for Korean public official asset disclosure data (공직자 재산공개)

Verify x402 payment endpoints before an AI agent pays: scam scan, on-chain checks, trust scores.

Intelligent code knowledge graph for AI coding agents — 71% cheaper, 72% faster

PyPI download statistics: recent totals, daily series, Python and OS splits, package comparison.

Scaffold Python projects from YAML presets, augment existing projects with CI/tests.

Create and manage QR codes, short links, landing pages and forms in your Hovercode workspace.

Offline QRIS tools: parse, validate CRC, static to dynamic amount, render SVG QR. No API key.

Diagnoses pg-boss and graphile-worker job queues: retry storms, stuck workers, missed schedules.

MCP server for R package development using usethis, devtools, renv, and testthat

US rail infrastructure: highway-rail grade crossings and railroad bridges by state, with inspection.

LATAM fiat ramps on Stellar for AI agents: live quotes, sandbox orders, PIX/SPEI simulation, docs

Persistent coding memory for AI assistants. MCP stdio, hybrid search, graph, context.

MCP server for GitLab and GitHub

Read-only access to your Recolx recordings, transcripts and templates (stdio)

Reddit posts, comments, search, users & subreddits as JSON via Apify. No Reddit API key. $2/1k

A transparent MCP server for agent reflection, conversation, and operator-enabled task decline.

Convert DOCX/XLSX to Markdown — native chart-data extraction, optional VLM for figures