A
license-
qualityA
maintenanceA read-only MCP server that verifies public GitHub commits against static contracts and returns signed receipts, supporting only exact lowercase 40-character commit SHAs.
MIT
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"A resource for understanding Claude's context window and how it works" matching MCP servers:
- AlicenseCqualityDmaintenanceAn MCP server that analyzes local or remote GitHub repositories, providing intelligent code context and structure to AI coding assistants.1013MIT
- FlicenseAqualityCmaintenanceA local semantic memory and code-indexer that uses AST parsing for structural understanding and persists architectural decisions to help AI assistants bypass context window limits.3
- Alicense-qualityFmaintenanceLoads entire codebase into LLM context for AI-assisted code understanding and editing.2317MIT
- Alicense-qualityCmaintenanceProvides real structural understanding of a codebase via tree-sitter AST parsing before starting a task, reducing token waste and grounding acceptance criteria in code structure.MIT
- AlicenseAqualityBmaintenanceMCP server that helps AI coding agents understand a repository by providing lightweight tree/map, code search, and token-budgeted context packing tools without dumping the entire monorepo into the prompt.3298MIT
- AlicenseAqualityAmaintenanceAn MCP server that provides dynamic codebase context to Claude Code through tools like hybrid search, recent changes, and symbol definitions, enhancing AI-assisted coding with local RAG.8MIT
- AlicenseAqualityBmaintenanceA self-contained, in-memory graph database for AI Agents. Provides semantic code understanding through the Model Context Protocol (MCP).62MIT
- AlicenseAqualityBmaintenanceMCP server that inspects local codebases and generates source-grounded context packs for coding agents, with tools for repository search, symbols, dependencies, Git analysis, and context generation.26MIT
- AlicenseAqualityAmaintenanceProvides AI assistants with real-time visibility into your codebase's internal libraries, team patterns, naming conventions, and usage frequencies to generate code that matches your team's actual practices.1143358Elastic 2.0
- AlicenseAqualityDmaintenanceEnables efficient code navigation and retrieval through natural language search, BM25 ranking, and fuzzy matching across multiple programming languages. It drastically reduces token usage by allowing Claude to query specific code symbols and logic instead of reading entire files.133313MIT
- AlicenseAqualityAmaintenanceProvides persistent memory and a codebase knowledge graph for AI coding assistants, enabling shared context across multiple tools like Claude, Cursor, and ChatGPT, with significant token reduction.541MIT
- AlicenseAqualityBmaintenanceAn MCP server that acts as a context-aware code retrieval broker for AI coding agents, enforcing backpressure and token budgeting to prevent context window overflow.423MIT
- AlicenseBqualityAmaintenanceEnables LLMs to efficiently read, write, and refactor code using precise AST-based operations, reducing token usage and context window waste.25573MIT
- FlicenseBqualityAmaintenanceA local-first, agent-agnostic MCP server that provides semantic search, persistent memory, and automated code review capabilities for development workflows. It leverages the Auggie SDK to offer advanced tools for codebase indexing, implementation planning, and deterministic static analysis.5248
- AlicenseBqualityAmaintenanceLocal code context engine for Codex App/CLI that indexes code with SQLite/sqlite-vec for hybrid search and context packing to provide relevant files, line numbers, snippets, and paths.7302Apache 2.0
- FlicenseCqualityDmaintenanceA Model Context Protocol server that helps programmers understand code by providing explanations, tech stack analysis, and best practice suggestions through prompt templates.381
- AlicenseDqualityBmaintenanceRead-only repository context explorer for coding agents. Provides repository exploration tools via CLI or MCP adapter.1GPL 3.0
- Alicense-qualityCmaintenanceA validation layer for AI coding assistants that enforces explicit LLM evaluations on plans, code diffs, and tests to ensure safer and higher-quality code.17MIT
- Alicense-qualityAmaintenanceStatic codebase analysis as MCP tools — give AI coding agents a map of your repo instead of letting them burn half their tokens rediscovering it file by file.51MIT