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
kadykov/mcp-openapi-schema-explorer
MCP OpenAPI Schema Explorer is a Model Context Protocol server that gives MCP clients token-efficient access to OpenAPI v3.0 and Swagger v2.0 specifications. Its stated goal is to let a client such as Cline or Claude Desktop explore the structure and details of a large API definition without pulling the entire document into the model context window. It loads a specification from a local file path or a remote HTTP or HTTPS URL, and converts Swagger v2.0 documents to OpenAPI v3.0 automatically on load. The distinguishing design choice is the use of MCP resource templates rather than tools. The protocol separates resources, which represent read-only data sources, from tools, which represent executable actions; resource templates are resources with parameterized URIs such as openapi://paths/{path}/{method}. The README argues this fits large APIs well because thousands of possible paths and components never have to be pre-enumerated, clients can discover what is reachable dynamically from the template patterns, and access to a specific fragment of the specification happens on demand. Clients reach these templates through the resources/templates/list protocol method, so a client that only understands concrete resources will not see them. The project is distributed as an npm package, mcp-openapi-schema-explorer, and as a Docker image. Four setup routes are documented: running it with npx, which is recommended because it needs no installation and always fetches the published version; running the Docker image; installing globally with npm; and cloning and building locally, then launching the build with node. Configuration is entirely a client-side mcpServers entry whose args carry the path or URL of the specification plus options such as --output-format yaml, and a dedicated guide covers Claude Code. It suits developers working against large third-party API specifications.
https://github.com/kadykov/mcp-openapi-schema-explorer
Also in Software Development
upstash/context7
Context7 MCP Server is an MCP server that delivers up-to-date, version-specific code documentation and examples to enhance LLMs and AI code editors, ensuring accurate and current code generation.
DeusData/codebase-memory-mcp
High-performance Model Context Protocol (MCP) server that indexes codebases into a persistent knowledge graph for AI coding agents, supporting 158 languages, lightning-fast queries, and various dev...
github/github-mcp-server
GitHub MCP Server is an official Model Context Protocol server that integrates with GitHub APIs to enable advanced automation and AI-powered interactions with GitHub repositories and workflows.
tirth8205/code-review-graph
Code-review-graph is a local-first code intelligence solution that builds a persistent structural map of your codebase to provide precise context to AI coding tools, significantly reducing token us...
oraios/serena
Serena is a free and open-source coding agent toolkit that uses the Model Context Protocol to enable LLMs to autonomously perform semantic code retrieval and editing with IDE-like precision on complex codebases.
eyaltoledano/claude-task-master
Claude Task Master is an AI-powered task management system designed for AI-driven development that integrates seamlessly with various editors via the Model Control Protocol (MCP).
mksglu/context-mode
Context Mode is an MCP server designed to optimize context window usage for AI coding agents by sandboxing tool output, tracking session continuity with SQLite, and promoting LLMs as code generator...