"Information or resources related to AI (Artificial Intelligence)" matching MCP servers:

lsp-intelligence
Code Analysis Developer Tools
perilevy
A
license
Not graded
quality
D
maintenance
MCP 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.
Updated 5 months ago (2026-04-06 02:05 UTC)
28
1
MIT
test-intelligence-mcp
Testing & QA Tools Code Analysis
shreyasKaturi2004
A
license
A
quality
C
maintenance
An MCP server that gives AI coding agents the ability to analyze a Python repository's test health: coverage, flaky tests, and ML-based pull-request risk prediction.
Updated 6 days ago (2026-08-17 19:45 UTC)
6
MIT
mcp-intelligence-context
Code Analysis Developer Tools
LeoChimal09
F
license
A
quality
C
maintenance
Provides codebase indexing and retrieval tools that give AI agents token-efficient, query-relevant context packages (symbols, imports, and dependencies) instead of scanning entire repositories.
Updated 2 days ago (2026-08-21 14:51 UTC)
6
project-code-intelligence
Code Analysis Vector Databases RAG Systems
cvandesande
A
license
B
quality
C
maintenance
Hardware-accelerated codebase mapping that indexes Git repositories into Postgres/pgvector and serves code search, relationships, and static analysis results via a stdio MCP server.
Updated 7 days ago (2026-08-16 13:29 UTC)
8
MIT
repo-intelligence-mcp
Developer Tools Code Analysis
georg-nikola
A
license
Not graded
quality
D
maintenance
An MCP server that gives LLMs structured, read-only insight into local code repositories — directory tree, languages, dependencies, scripts, and config files.
Updated 3 months ago (2026-05-17 18:04 UTC)
MIT
Codebase Intelligence MCP
Code Analysis Developer Tools
Saptak-cyber
A
license
Not graded
quality
D
maintenance
A production-grade MCP server providing advanced code intelligence capabilities such as semantic search, dependency analysis, and natural language Q&A across multiple programming languages.
Updated 6 months ago (2026-02-18 16:52 UTC)
MIT
codex-memory-intelligence
Knowledge & Memory RAG Systems Code Analysis
lenhonbp
A
license
Not graded
quality
A
maintenance
A local-first MCP server that gives AI coding agents durable project memory, dependency graphs, and impact analysis to answer team knowledge and cross-file change questions before editing.
Updated 4 days ago (2026-08-19 10:44 UTC)
1,269
1
Inno Setup
MCP Code Intelligence
Code Analysis Developer Tools
salfatigroup
A
license
Not graded
quality
D
maintenance
Intelligent code search MCP server with AST analysis, call graphs, dependency tracking, and semantic embeddings for developers.
Updated 8 months ago (2025-12-23 11:44 UTC)
Apache 2.0
code-to-tree
Code Analysis Code Execution
micl2e2
A
license
Not graded
quality
F
maintenance
A runtime-free MCP server that converts source code into AST🌲, regardless of language.
Updated 5 months ago (2026-03-14 02:22 UTC)
86
MIT
history-to-skill
Version Control Knowledge & Memory Code Analysis
Mandolaro
A
license
Not graded
quality
A
maintenance
Turns GitHub repository history into a cited maintainer skill for coding agents, providing tools to collect evidence, query the knowledge graph, and inspect bundles.
Updated 20 days ago (2026-08-03 16:32 UTC)
1
MIT
mcp-codebase-intelligence
Code Analysis Developer Tools Software Architecture
g-tiwari
A
license
Not graded
quality
C
maintenance
Provides a semantic understanding of your codebase by parsing with tree-sitter and building a graph of symbols and dependencies. Enables AI assistants to navigate code, analyze changes, and discover architecture using 18 tools with minimal context overhead.
Updated 5 months ago (2026-03-15 07:25 UTC)
12
1
MIT
fno-intelligence-engine
Code Analysis Developer Tools
MuhammadAwaisGill
A
license
Not graded
quality
C
maintenance
Enables AI coding assistants to ground on real D365 F&O AOT metadata locally and offline, preventing hallucinated X++ field names and Chain of Command signatures.
Updated 2 hours ago (2026-08-23 11:37 UTC)
MIT
bug-bounty-intelligence-mcp
Blockchain Code Analysis
holistis
A
license
Not graded
quality
B
maintenance
AI-powered smart contract security analysis for AI agents and developers, enabling scanning of Solidity repos for vulnerabilities.
Updated 3 days ago (2026-08-20 10:58 UTC)
28
5
MIT
code-intelligence-mcp
Code Analysis Developer Tools
RaheesAhmed
F
license
Not graded
quality
B
maintenance
Indexes Python codebases using AST and BM25, providing 8 MCP tools for code exploration and search.
Updated 2 months ago (2026-06-14 19:23 UTC)
mcp-github
Developer Tools Code Execution Code Analysis
vlameiras
F
license
Not graded
quality
F
maintenance
Gitbub mcp
Updated 6 months ago (2026-02-10 14:39 UTC)
49
Engineering Intelligence MCP
Developer Tools Code Analysis Version Control
sanchit0496
F
license
Not graded
quality
B
maintenance
Enables AI clients to inspect backend systems through structured engineering tools including Git history, Winston logs, OpenAPI contracts, and sandboxed source code.
Updated a month ago (2026-07-20 07:33 UTC)
1
Repository Intelligence Engine
Code Analysis Developer Tools
Arjade25
F
license
Not graded
quality
B
maintenance
Enables querying a TypeScript repository's structure (symbols, imports/exports, references) through direct queries, avoiding repetitive grep operations.
Updated 19 days ago (2026-08-04 18:53 UTC)
1
ai-r
RAG Systems Knowledge & Memory Code Analysis
pro-target
A
license
A
quality
B
maintenance
Provides a read-only interface to audit and continue coding agent sessions by extracting plans, intents, and edit authorship from history across multiple agents (Claude, Codex, OpenCode, Antigravity, Pi) via MCP, CLI, and Python SDK.
Updated 19 days ago (2026-08-04 10:14 UTC)
18
3
MIT
bc-code-intelligence-mcp
Developer Tools Code Analysis AI & Machine Learning
JeremyVyska
A
license
A
quality
D
maintenance
Provides 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.
Updated 6 months ago (2026-03-05 05:33 UTC)
21
440
92
MIT
Claude-to-Gemini MCP Server
Agent Orchestration Code Analysis Autonomous Agents
Yoon-jongho
A
license
B
quality
C
maintenance
Enables Claude to use Google Gemini as a secondary AI through MCP for large-scale codebase analysis and complex reasoning tasks. Supports both Gemini Flash and Pro models with specialized functions for general queries and comprehensive code analysis.
Updated 2 months ago (2026-06-13 12:31 UTC)
4
MIT