F
license-
qualityB
maintenanceIndexes Python codebases using AST and BM25, providing 8 MCP tools for code exploration and search.
71,191 servers. Updated
Search Relevance ↓
Recent Usage ↓
Date Added ↓
Date Updated ↓
Weekly Downloads ↓
GitHub Stars ↓
Recent GitHub Stars ↓
Matching MCP tools:
Matching MCP Connectors:
io.github.max124vip-dev
io.github.Echolonius
com.travel-code
io.github.lazymac2x
"Token savings strategies for code intelligence tools" matching MCP servers:
- AlicenseBqualityBmaintenanceHardware-accelerated codebase mapping that indexes Git repositories into Postgres/pgvector and serves code search, relationships, and static analysis results via a stdio MCP server.8MIT
- Alicense-qualityCmaintenanceEnables file reading with pagination and regex-based code search across a codebase using grep.14MIT
- Alicense-qualityDmaintenanceMCP server providing code review, auto-fix, test running, linting, formatting, and refactor suggestions for Claude Code.MIT
- Alicense-qualityDmaintenanceIntelligent code search MCP server with AST analysis, call graphs, dependency tracking, and semantic embeddings for developers.Apache 2.0
- AlicenseAqualityDmaintenanceProvides AI-powered assistance for Microsoft Business Central (BC) development, enabling users to get expert help with debugging, coding, upgrades, testing, and more through specialized AI agents.2137392MIT
- AlicenseBqualityAmaintenanceAn MCP server that provides structural codebase indexing and surgical query tools to drastically reduce token usage through symbol-level searches and transitive impact analysis. It supports multiple languages and integrates with git to help AI agents understand code dependencies and the impact of changes in sub-millisecond time.691,104MIT
- AlicenseAqualityAmaintenanceMCP server that reduces token consumption in AI coding assistants by up to 90% via structural reads, PreToolUse hooks, and tp-\* subagents.251753MIT
- AlicenseAqualityAmaintenanceToken-safe code search for AI agents: queries the language-server index (clangd / Roslyn / tsserver / pyright) instead of grep and returns a token-capped file:line list — ~20x fewer tokens. Symbol-level editing + a grep→index rewrite hook. Local-only, no IDE.1610MIT
- Alicense-qualityDmaintenanceMCP server providing 29 tools across 5 layers for semantic TypeScript/JavaScript code intelligence, enabling AI agents to find references, trace impacts, guard APIs, and explain errors without text-search false positives.281MIT
- -license-quality-maintenanceBridges VSCode's Language Server Protocol with MCP to give AI assistants instant access to code intelligence, delivering 100-1000x faster responses with 90% fewer tokens than traditional text-based searching. Provides 17 production-ready tools for navigation, refactoring, diagnostics, and code analysis.35
- AlicenseAqualityCmaintenanceIntegrates Google's Gemini AI models into Claude Code and other MCP clients to provide second opinions, code comparisons, and token counting. It supports streaming responses and multi-turn conversations directly within your existing AI development workflow.3Apache 2.0
- Alicense-qualityBmaintenanceExposes Language Server Protocol (LSP) tools such as diagnostics, goto definition, find references, symbols, and rename as a stdio MCP server.6MIT
- Alicense-qualityDmaintenanceEnables analyzing and optimizing context window token usage by measuring, compressing, and eliminating waste from MCP tool definitions.46MIT
- Alicense-qualityBmaintenanceMulti-language code intelligence MCP server providing structured code analysis including symbol search, references, hierarchies, and change impact. Supports 25 languages with persistent indexing and LSP integration.88MIT
- Flicense-qualityDmaintenanceAI-powered static analysis for Unity projects, detecting common patterns, component relationships, and programming insights to augment developer workflows.4
- AlicenseAqualityCmaintenanceMCP server with local vector search for your codebase. Smart indexing, semantic search, Git history — all offline.747MIT
cocoindex-codeofficial
AlicenseAqualityAmaintenanceembedded code search engine CLI -AST based that just works - improves speed and efficiency for coding agent12,617Apache 2.0- 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
- AlicenseAqualityCmaintenanceGemini-powered MCP server for automated code review, analysis, and documentation.1346MIT