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#code-intelligence (25 Repositories)

Ranked open-source repositories tagged with #code-intelligence, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

51.8%

Avg Review Latency

79.2h

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25 repositories tagged #code-intelligence

S TierPython 7.6k 101 GFIs

repowise-dev/repowise

Codebase intelligence for AI and humans: code health scores, auto-generated docs, git analytics, dead code detection, and architectural decisions via MCP.

80.3%
Merge Rate
-
First Review
55%
1st-Timers
60
Maintainers
A TierGo 570

odvcencio/gotreesitter

Pure Go tree-sitter runtime

82.5%
Merge Rate
3d
First Review
75%
1st-Timers
3
Maintainers
A TierPython 2.8k

jgravelle/jcodemunch-mcp

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

48.6%
Merge Rate
-
First Review
67%
1st-Timers
7
Maintainers
A TierTypeScript 4.0k 2 GFIs

sourcebot-dev/sourcebot

Sourcebot is a self-hosted tool that helps humans and agents understand your codebase.

67.2%
Merge Rate
8d
First Review
27%
1st-Timers
16
Maintainers
A TierGo 1.4k

aoci-spec/aoci-code

A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch anything. Local-first MCP server + CLI in Go: a governed repository index of code knowledge that gives Claude Code, Codex, Cursor, and opencode long-term context, memory, and code intelligence.

34.5%
Merge Rate
10h
First Review
25%
1st-Timers
3
Maintainers
A TierRust 442

styler-ai/ProjectAtlas

Every file not opened. Every folder not explored. Tokens saved. ProjectAtlas guides coding agents with purpose metadata and an intelligent code graph, reducing token costs by over 90%.

76.3%
Merge Rate
3h
First Review
100%
1st-Timers
0
Maintainers
A TierRust 292

ChristopherKahler/base

AI builder operating system. Turn Claude Code from a per-session tool into a workspace that remembers, maintains itself, and never goes stale. BASE = Builder's Automated State Engine.

86.3%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
B TierRust 111

Goldziher/basemind

Full AI context and content layer for coding agents over one MCP server — tree-sitter code-map, document RAG, shared memory, multi-agent comms, web crawl, git history + blame. 300+ languages, 10+ agent harnesses, pure Rust.

85.7%
Merge Rate
1h
First Review
0%
1st-Timers
1
Maintainers
B TierJavaScript 106

ArihantDeva/heimdall

A lightweight CPU only memory approach with ranked retrieval. Simple, yet effective.

75.0%
Merge Rate
10h
First Review
100%
1st-Timers
0
Maintainers
B TierTypeScript 189

nikolai-vysotskyi/trace-mcp

Framework-aware code intelligence MCP server — 88 framework integrations, 81 languages, 72.7% fewer input tokens to review a pull request, comprehension at parity

14.9%
Merge Rate
11h
First Review
0%
1st-Timers
3
Maintainers
B TierPython 489

syncable-dev/memtrace-public

Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · DeepSeek Harness · Hermes · VS Code · Windsurf.

66.7%
Merge Rate
<1h
First Review
100%
1st-Timers
2
Maintainers
B TierTypeScript 949

bgauryy/octocode

Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI

75.0%
Merge Rate
21d
First Review
100%
1st-Timers
0
Maintainers
B TierGo 154

blackwell-systems/agent-lsp

MCP server that orchestrates language servers into agent-native workflows. 65 tools, 30 CI-verified languages.

83.3%
Merge Rate
2d
First Review
0%
1st-Timers
1
Maintainers
B TierGo 109

SimplyLiz/ckb

Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping

80.0%
Merge Rate
16d
First Review
100%
1st-Timers
0
Maintainers
B TierRust 3.4k

Ataraxy-Labs/sem

Semantic version control => entity-level diffs, blame, and impact analysis on top of git. 28 languages via tree-sitter. Built for coding agents.

50.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierPython 1.3k

study8677/repobrain

🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

77.8%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierRust 1.3k

Ataraxy-Labs/weave

Entity-level git merge driver. Resolves false conflicts git invents when independent agents edit the same file. ~95% reduction vs. line-based merge.

87.5%
Merge Rate
20d
First Review
75%
1st-Timers
0
Maintainers
B TierRust 754

bartolli/codanna

Local code intelligence MCP server and CLI for AI coding agents

23.5%
Merge Rate
3d
First Review
50%
1st-Timers
2
Maintainers
B TierRust 184

postrv/narsil-mcp

Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, security scanning, call graphs, and more

0.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
B TierRust 771

CodeBendKit/codeseek

Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claude Code and Codex CLI.

100.0%
Merge Rate
2h
First Review
0%
1st-Timers
1
Maintainers
D TierScala 110

nguyenyou/scalex

Scala code intelligence for coding agents. Zero Build Server. Zero Compilation. Just answers.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers
D TierPython 517

Cranot/roam-code

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 commands, 246 MCP tools, change-safety gates, audit evidence, zero API keys.

0.0%
Merge Rate
8d
First Review
0%
1st-Timers
2
Maintainers
D TierRust 106

allenanswerzq/llmcc

multi-depth architecture views for code understanding and generation in extremely fast speed

0.0%
Merge Rate
2h
First Review
0%
1st-Timers
0
Maintainers
D TierPython 138

oooscoos/Benzi

Benzi is a compiler-backed coding agent that compiles your codebase into a resolved, queryable map of calls, data flow, control flow and class hierarchy first; then it reads, explains, runs, edits and verifies your code using it. Includes a runtime tracer that settles what static analysis can't. The Benzi compiler also works as an MCP server.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJava 1.4k

yinwang0/pysonar2

PySonar2: a semantic indexer for Python with interprocedual type inference

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Code-intelligence Open Source Repositories & C-Rank™ | GetMerged