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OSS2026-07-25 · source-backed
jgravelle/jcodemunch-mcp shipped v1.108.170 today at 2,174 stars, using tree-sitter AST parsing to store only signatures, kinds, qualified names and byte offsets, then fetching a requested symbol's implementation directly from source rather than reading whole files. It reports 99.6% aggregate savings across 15 benchmark task-runs, 15-25% isolated savings in production A/B tests, and 335B+ tokens saved via telemetry. The gap between 99.6% and 15-25% is the number to trust, and it's the second one. The licensing is the actual news: free for non-commercial only, with Builder ($79), Studio ($349) and Platform ($1,999) tiers. Paid commercial licenses are starting to appear on MCP servers.
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lean-ctx is a Rust-based system that sits between AI coding tools and LLMs, compressing file reads by 60-99% and shell output by 60-95% using Tree-sitter AST parsing for 18 languages. Cached re-reads cost only 13 tokens. Works as a standard MCP server with 49 tools. Compatible...
Triple-stream retrieval (BM25 keyword, vector embeddings, knowledge-graph traversal) fused via Reciprocal Rank Fusion on the iii engine, with SQLite for state and an in-memory vector index, no external database. The economic claim: ~170K tokens/year (~$10) versus ~650K tokens...
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Graphify-Labs/graphify ships as a /graphify skill for Claude Code, Cursor, Codex and Gemini CLI using local deterministic AST parsing with no API cost. The scope claim is what separates it: non-code artifacts land in the same graph, so "which endpoint reads this table" resolve...
diegosouzapw/OmniRoute added 1,343 stars on July 20, a single MIT-licensed gateway across 268+ providers (50+ free) and 500+ models including Claude, GPT, Gemini, Kimi K3, GLM and DeepSeek, wired for Claude Code, Codex, Cursor, Cline and Copilot. Quota-aware automatic fallback...
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