Graphify-Labs/graphify
Graphify transforms codebases, documentation, and other files into queryable knowledge graphs, enhancing developer productivity with local AST parsing and detailed edge explanations.
Awesome MCP › Software Development
paiml/paiml-mcp-agent-toolkit
PMAT, the Pragmatic Multi-language Agent Toolkit, is a Rust command line tool and MCP server for analysing code quality and producing context that language models can consume. Its MCP integration exposes twenty tools over stdio JSON-RPC, started by running the pmat binary with MCP_VERSION set, and is documented as working with Claude Code, Cline and other agent front ends; the maintainers report validating that surface with schema-derived arguments, eight concurrent server sessions against a single working tree, and byte-level framing checks confirming that stdout carries only JSON-RPC. The same capabilities are available from the CLI. Context generation walks a repository and emits an analysis file, optionally in an LLM-optimised format and optionally including tests. Technical Debt Grading scores a project from A+ to F using six orthogonal metrics, with per-component breakdowns, stored baselines and regression checks. Repository health scoring rates a project on a 0 to 289 scale across eleven categories, with fast and deep modes. Mutation testing measures how much of the behaviour a test suite actually catches, with a configurable kill-rate threshold suitable for a quality gate. A query command performs semantic and git-history search, fusing TF-IDF embeddings of commit history with code search and annotating every result with grade, complexity, churn, clones, entropy and fault information. A comply command runs more than thirty governance checks, a verify command reproduces the CI gate set - format, complexity, self-admitted technical debt, clippy and tests - with machine-readable output so an agent can confirm a change is green before committing, and a hooks command installs pre-commit enforcement. More than twenty languages are supported for analysis, including Rust, TypeScript, Python, Go, Java and C or C++. PMAT is installed with cargo install pmat, is MIT licensed and follows Toyota Way quality principles.
https://github.com/paiml/paiml-mcp-agent-toolkit
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