builders.bridgetown/bridge-town

Build financial models as code. Cloud execution, GSheets MCP, version control, collaboration.

io.github.veyndrasystems/agent-release-auditor

Deterministic release gate for AI-written code and coding agents.

io.github.choreoatlas/over-reach-detector

Detect when AI code changes exceed declared task scope (MCP server).

io.github.rocnubie/llamaai-mcp

Use Llama AI Chat to test Meta Llama 4 Maverick on code review, long PDFs, and screenshots.

io.github.vola-trebla/ast-impact-mapper-mcp

MCP server that uses TypeScript AST to find which tests are affected by a code change

net.alpha-systems/pdf

Markdown to PDF: headings, bold, code, lists, rules. A4/Letter/Legal. Free 30/hr. MCP + REST.

io.github.artvepa80/hefestoai

Pre-commit code quality guardian. Detects semantic drift in AI-generated code.

io.github.payu-intrepos/payu-developer-mcp

Search PayU docs, browse the payment integration catalog, and fetch production-ready code.

io.github.weiyongxu/mne-docs

MCP server for MNE-Python documentation, source code, GitHub issues, and forum

io.github.Br0ski777/markdown-to-html

Convert markdown to clean HTML with headings, lists, code blocks. x402 micropayment.

io.github.roomi-fields/rtfm

The open retrieval layer for AI agents — index code, docs, data. Search via MCP.

io.github.RailKill/mcp-aider-executor

Model Context Protocol (MCP) server to execute aider-specific code editing operations

io.github.Inferensys/contextful

Efficient context management: code search, evidence packs, and memory for coding agents.

io.github.outturndev/chartwire

Generate production-ready chart code (Recharts, Chart.js, ECharts, Plotly) from a prompt.

io.github.Tanbir404/zephex

MCP gateway with 10 tools for code analysis, architecture, package audit & security.

com.mcparmory/e2b

Create and manage secure sandboxes for running AI agent code

com.mcparmory/codacy

Analyze code quality, security issues, and coverage across repositories

io.github.atomadictech/atomadic-forge

Architecture compiler for AI code. 11 tools, 92 actions, 872 Lean4 proofs, 100/100 self-cert.

io.github.NitroRCr/gread

An MCP server that gives your AI access to the source code and docs of all public github repos

io.github.looptech-ai/understand-quickly

Public registry of code-knowledge graphs for AI agents with schema validation and drift detection.

io.github.AnnasMazhar/pyspark-mcp

SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.

io.github.dusk-network/pituitary

Catch spec drift before it catches you. Detect overlap, stale docs, and code drift.

io.github.cmeans/mcp-clipboard

Read and write the system clipboard — tables, text, code, JSON, URLs, images, and more.

io.github.patsa2561-art/mneme-ai

Memory layer for AI coding assistants. Indexes git history + code, exposes via MCP.