An overview of knowledge graphs MCP Connectors

Moltline Code Review & AI-Code Verifier A

A skeptical senior-engineer code reviewer over MCP: risk-scans unified diffs, flags AI-generated-code tells, reports complexity hotspots, scans for leaked secrets, and runs an OWASP security pass — real analyzers, no external APIs. Free tier, no signup.

Code Analysis Penetration Testing Testing & QA Tools

71

Compiler Explorer A

Compile code with thousands of compilers, inspect the assembly, and share godbolt.org links

Code Analysis Developer Tools

7118,985

Svelte MCP A

The official Svelte MCP server providing docs and autofixing tools for Svelte development

Developer Tools Documentation Access Code Analysis

42307

netcafe-devkit A

JSON/YAML, regex, diff, JWT, SQL dialects — the keyless millisecond ops an agent needs mid-task.

Developer Tools Code Analysis

141

devstack-mcp A

Dev-registry data: npm/PyPI/Docker/VS Code packages, dep graphs, vulns, 50+ ecosystems.

Developer Tools Code Analysis

101

agent-sec A

Zero-install security baseline for AI coding agents — OWASP/CWE-cited rules over MCP.

Security Code Analysis

211

Reality Graph Verification Tools A

Read-only AI coding tools for change verification, release readiness, capacity, and guidance.

Code Analysis Developer Tools Search

102

xmp4 — Semantic code knowledge for your stack A

OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.

Code Analysis Developer Tools Software Architecture

162

review-mcp A

Multi-model code review: a panel of models + detectors return a pass/fail verdict. Paid via x402.

Code Analysis AI & Machine Learning

12

gread A

An MCP server that gives your AI access to the source code and docs of all public github repos

Version Control Code Analysis Documentation Access

5357

mcp-eu-ai-act A

EU AI Act + GDPR compliance scanner. One call, no arguments, 10 seconds. 22 AI frameworks detected.

Legal & Compliance Code Analysis Developer Tools

16211

Korext: AI Code Governance A

Governance copilot for AI-assisted coding. 72 packs, 532 rules, proof bundles.

Code Analysis Developer Tools Autonomous Agents

524

Android Security Analyzer A

MCP server for static security analysis of Android source code

Security Code Analysis Testing & QA Tools

42

council-ai

Multi-LLM council: 25+ frontier models in parallel, consensus scoring, verdict-first code review.

AI & Machine Learning Code Analysis

1

mistaike.ai

295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search

Code Analysis Testing & QA Tools Developer Tools

2

gently

Ask a codebase what calls what: search, blast radius, paths between symbols, and diffs.

Code Analysis Developer Tools

1

Rami Code Review

AI code review for GitHub PRs with an MCP autofix loop for Claude Code and Cursor

Version Control Code Analysis Coding Agents

2

Umtri

Give your AI agent a persistent map of your project's structure, dependencies, and bugs.

Code Analysis Knowledge & Memory Software Architecture

1

Ruby on Rails MCP Skills A

## Skill Catalog The library contains 42 public skills organized by Rails development concern. | Category | Examples | |----------|----------| | Planning | `create-prd`, `generate-tasks`, `plan-tickets` | | Testing | `plan-tests`, `write-tests`, `test-service`, `triage-bug` | | Code quality | `code-review`, `respond-to-review`, `security-check`, `refactor-code` | | Architecture and DDD | `define-domain-language`, `review-domain-boundaries`, `model-domain`, `review-architecture` | | Rails imple

Developer Tools Code Analysis Testing & QA Tools

2

ByteRay AI A

Hunt zero-days by talking to binaries. 40+ tools. Hosted, OAuth + SSO, invite: hi@byteray.ai

Penetration Testing Code Analysis

2

"An overview of knowledge graphs" matching MCP connectors: