#Code-intelligence

Showing 41 of 41 repositories tagged #code-intelligence, ranked by stars

DeusData
DeusData
codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

Score
100
★ 29.4k ⑂ 2.3k +283/day
C
sourcegraph
sourcegraph
sourcegraph-public-snapshot

Code AI platform with Code Search & Cody

Score
100
★ 10.3k ⑂ 1.4k
Go
repowise-dev
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.

Score
0
★ 3.4k ⑂ 411 +23/day
Python
Ataraxy-Labs
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.

Score
100
★ 3.1k ⑂ 93 +6/day
Rust
jgravelle
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.

Score
95
★ 2.0k ⑂ 301 +1/day
Python
study8677
study8677
antigravity-workspace-template

Give Claude Code, Cursor, Codex CLI a ChatGPT for your codebase. Multi-agent knowledge engine, grounded Q&A with file paths and line numbers. Works in any AI IDE.

Score
91
★ 1.3k ⑂ 258 +1/day
Python
Ataraxy-Labs
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.

Score
86
★ 1.2k ⑂ 35
Rust
bgauryy
bgauryy
octocode

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform any accessible codebase/s into AI-optimized knowledge on simple and complex flows | Find real implementations and live docs from anywhere

Score
100
★ 881 ⑂ 74 +6/day
TypeScript
harshkedia177
harshkedia177
axon

Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for developers.

Score
100
★ 718 ⑂ 118 +1/day
Python
bartolli
bartolli
codanna

Local code intelligence MCP server and CLI for AI coding agents

Score
50
★ 706 ⑂ 63 +3/day
Rust
CodeBendKit
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.

Score
0
★ 596 ⑂ 42 +74/day
Rust
manojmallick
manojmallick
sigmap

97% token reduction for AI coding sessions — zero deps, 31 languages, MCP server

Score
82
★ 590 ⑂ 39
JavaScript
TheAuditorTool
TheAuditorTool
Auditor

Release channel for TheAuditor — see blog.theauditortool.com

Score
0
★ 548 ⑂ 57
Cranot
Cranot
roam-code

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 238 commands, 224 MCP tools, change-safety gates, audit evidence, zero API keys.

Score
77
★ 495 ⑂ 47 +1/day
Python
syncable-dev
syncable-dev
memtrace-public

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

Score
73
★ 385 ⑂ 33 +166/day
Python
aouicher
aouicher
graphmind

Local-first code intelligence for AI assistants. Turns your codebase into a knowledge graph your AI can query, navigate, and remember. 25 MCP tools.

Score
80
★ 193 ⑂ 13 +11/day
Rust
Ataraxy-Labs
Ataraxy-Labs
inspect

Entity-level code review. Triages pull requests by structural risk using cross-file dependency graphs and LLMs that read for meaning.

Score
68
★ 183 ⑂ 7 +2/day
Python
evalops
evalops
deep-code-reasoning-mcp

A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI

Score
64
★ 106 ⑂ 13
TypeScript
glincker
glincker
stacklit

One command gives AI agents instant codebase context. ~250 tokens replaces 50,000+ tokens of exploration. Auto-configures Claude Code, Cursor, Aider.

Score
75
★ 99 ⑂ 8
Go
nikolai-vysotskyi
nikolai-vysotskyi
trace-mcp

MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration

Score
59
★ 92 ⑂ 12 +1/day
TypeScript
nguyenyou
nguyenyou
scalex

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

Score
50
★ 90 ⑂ 3
Scala
josephgoksu
josephgoksu
TaskWing

Local-first AI knowledge layer. Extract architecture, query from any AI tool via MCP. Private by architecture.

Score
50
★ 87 ⑂ 6
Go
Cre4T3Tiv3
Cre4T3Tiv3
gitvoyant

Temporal Code Intelligence platform. Time-series complexity analysis across Python, JavaScript, Java, and Go. Linear regression trend detection, cyclomatic complexity tracking, confidence scoring, and predictive decay forecasting.

Score
0
★ 84 ⑂ 7
Python
sverklo
sverklo
sverklo

Repo memory for coding agents. Local-first MCP for Claude Code, Cursor, Windsurf, and Codex CLI: symbol graph, blast radius, diff-aware review, and git-pinned decisions. MIT; no API keys or code upload.

Score
55
★ 76 ⑂ 10
TypeScript
blackwell-systems
blackwell-systems
agent-lsp

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

Score
25
★ 71 ⑂ 3 +1/day
Go
Goldziher
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.

Score
45
★ 66 ⑂ 11 +11/day
Rust
alperhankendi
alperhankendi
Ctxo

MCP server for AI coding agents. Instead of reading files one by one, your agent gets dependency graphs, git intent, blast radius, and change health in a single call. Works with any language deep analysis for TypeScript,Java, Go, and C#.

Score
36
★ 66 ⑂ 6
HTML
kuberstar
kuberstar
qartez-mcp

Semantic code intelligence MCP server for Claude Code - project maps, symbol search, impact analysis, and more

Score
27
★ 63 ⑂ 5 +3/day
Rust
lktiep
lktiep
cortex-hub

Self-hosted AI Agent Memory + Code Intelligence Platform — one MCP endpoint for persistent memory, AST-aware code search, shared knowledge, and quality enforcement across all your AI coding agents.

Score
41
★ 57 ⑂ 17
TypeScript
Mathews-Tom
Mathews-Tom
archex

Verified code context for agents

Score
18
★ 52 ⑂ 5 +3/day
Python
PatrickSys
PatrickSys
codebase-context

Codebase Context gives AI agents understanding of your codebase through semantic code search, team conventions, patterns, and memory, so they use fewer tokens, spend less time, and produce better, more familiar output.

Score
23
★ 52 ⑂ 13 +1/day
TypeScript
srclight
srclight
srclight

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.

Score
5
★ 51 ⑂ 9 +2/day
Python
bug-ops
bug-ops
mcpls

Universal MCP to LSP bridge - expose Language Server Protocol capabilities as MCP tools for AI agents

Score
32
★ 48 ⑂ 11 +2/day
Rust
drhalto
drhalto
agentmako

Local-first MCP server that gives coding agents structured context packets, code/schema facts, and diagnostics - backed by a local SQLite store.

Score
9
★ 47 ⑂ 5 +2/day
TypeScript
gotodev
gotodev
gotodev-chrome

goto.dev - Pull request superpowers

Score
0
★ 45 ⑂ 1
JavaScript
aimasteracc
aimasteracc
tree-sitter-analyzer

Cross-language-safe code-intelligence MCP for AI agents — 13 languages, family-gated call graph (CodeGraph wires 745 cross-language mis-wires on this repo, TSA 6 — ~390x cleaner). Run miswire-audit on your repo. 8 facade tools, TOON output, 100% local. Python.

Score
14
★ 43 ⑂ 8 +2/day
Python
wende
wende
cicada

AI Coders search blindly. Be their guide.

Score
40
★ 40 ⑂ 11 +2/day
Python
hunhee98
hunhee98
pluck

MCP-native code retrieval for AI agents — 84-88% fewer read tokens, BM25F + semantic search, AST chunks, session dedup

Score
20
★ 38 ⑂ 0 +1/day
Rust
proofofwork-agency
proofofwork-agency
reporecall

Local codebase memory, auto-generated wiki, and interactive architecture dashboard for Claude Code and MCP. AST indexing, call graphs, hybrid search, topology analysis. 0 tool calls, 3-8x fewer tokens, everything stays on your machine.

Score
60
★ 36 ⑂ 6 +2/day
TypeScript
rustic-ai
rustic-ai
codeprism

An experimental, 100% AI-generated, high-performance code intelligence server providing AI assistants with a graph-based understanding of codebases.

Score
0
★ 30 ⑂ 8
Rust
rhythm2211
rhythm2211
dex

Open-source codebase intelligence you can self-host. Real AST + dependency graph + grounded retrieval. AGPL-3.0. Built for devs priced out of enterprise tooling.

Score
0
★ 1 ⑂ 0
TypeScript
Related Topics
#mcp#developer-tools#claude-code#mcp-server#ai-agents#tree-sitter#cursor#model-context-protocol#code-search#ai#claude#code-analysis

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