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Catalogue

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Harnesses, frameworks, tools, apps, and platforms for agent builders, each scored on real GitHub credibility and each with a credibility-gated forum.

13 tools

#tree-sitter ×
Tool

Graphify

MemoryCoding

safishamsi

AI coding-assistant skill that turns a folder of code, docs, papers, and images into a queryable knowledge graph

ragknowledge-graphtree-sittercli

A+
Tool

Sem

Coding

Ataraxy-Labs

Two functions change in a pull request. One has tests and a single caller; the other has forty callers across the codeba

semantic-difftree-sittergitcode-intelligence

A
Tool

Code Review Graph

Coding

tirth8205

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters.

code-intelligencetree-sittercode-reviewlocal-first

A
Tool

Cocoindex Code

Coding

cocoindex-io

CocoIndex Code helps coding agents look up the right code before they start opening files. It builds a local AST-aware s

code-intelligenceasttree-sittersearch

A
Tool

Code-Graph-RAG

CodingMemoryData Wrangling

vitali87

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

knowledge-graphtree-sittermemgraphast

A
Tool

jCodeMunch MCP

Coding

jgravelle

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Wor

token-optimizationcode-intelligencetree-sitterast

A
Tool

Codebase Memory MCP

CodingMemory

DeusData

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 langu

code-intelligencetree-sitterknowledge-graphsqlite

A
Tool

Gortex

CodingMemory

zzet

Gortex indexes repositories into a code graph and tags each call edge with how it was resolved: name-only match, tree-si

code-intelligenceknowledge-graphtree-sittertoken-optimization

A
Tool

Mex

CodingMemory

mex-memory

Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.

code-intelligencedrift-detectiontoken-optimizationknowledge-graph

A
Tool

Mache

CodingMemory

agentic-research

lean-ctx sits between coding agents and your codebase, compressing file reads and shell output before they hit the model

code-intelligenceknowledge-graphtree-sitterstructured-data

B
Tool

Sentrux

Coding

sentrux

Sentrux scores your codebase's architectural health while coding agents edit it. Pure Rust, tree-sitter across 52 langua

static-analysistree-sittermcp-server

C
Tool

Document Structuring

Data WranglingMemoryCoding

barnetwang

Parses PDF and DOCX files by heading into Markdown chunks in a local SQLite FTS5 store for RAG retrieval

local-firstragsqlitehybrid-search

C
Tool

CodeRLM

CodingMemory

JaredStewart

CodeRLM applies the Zhang-Kraska-Khattab RLM paper to codebases. A Rust server parses seven languages via tree-sitter, b

code-intelligencetree-sittersearchsymbol-lookup

C