Resources for foreign language learning MCP Connectors

icme-preflight-mcp A

Check that your AI is being logical. Free tool that mathematically catches contradictions in agent reasoning. No account needed. Also offers paid guardrails that converts natural language to formal verification proofs, that anyone can check succinctly.

Code Analysis Testing & QA Tools Autonomous Agents

141

Rams A

Rams is a design reviewer for UI code. The MCP server puts the hosted engine inside a coding agent: the agent passes files to the review_files tool and gets back a 0–100 score with file:line issues and concrete fixes — accessibility, color, typography, spacing, components, UX, motion, craft, and native SwiftUI. Same engine and scoring as the Rams GitHub App. 258 rules, published at rams.ai/rules. Free tier: 30 reviews/month.

Code Analysis Developer Tools

21

Svelte MCP A

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

Developer Tools Documentation Access Code Analysis

41296

Rams A

Design review for UI code: 258 rules across 9 categories, scored 0-100 with concrete fixes.

Design Tools Code Analysis

21

mcp-server A

Pre-flight check for AI coding agents: hallucinated packages + hardcoded secrets. Free, no account.

Code Analysis Security Developer Tools

41

ResolveMesh Compatibility Intelligence B

Read-only, source-backed compatibility lookups and approved changes for ResolveMesh's catalog.

Developer Tools Software Architecture Code Analysis

21

QuantumScan PQC Scanner A

PQC scanner for GitHub repos and smart contracts. Detects quantum-vulnerable ECDSA/RSA.

Security Code Analysis Blockchain

41

Packagephobia A

Packagephobia MCP — install-size analysis for npm packages

Developer Tools Code Analysis

321

Package Intel MCP

Package intelligence for AI agents across npm, PyPI, crates.io and deps.dev. No API keys.

Developer Tools Code Analysis

61

coderegistry A

Enterprise code intelligence for M&A, security audits, and tech debt. Hosted server with 200k free.

Code Analysis Developer Tools Security

1611

textops-mcp A

Exact text tools for AI agents: unified diff, patch apply, regex testing, grapheme counting.

Developer Tools Code Analysis

51

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

161

Compuute MCP Security Scanner A

Scan any public GitHub MCP-server repo for security issues. 37 MCP-specific L1 rules, 8 languages.

Security Code Analysis Version Control

11

YAMLTools A

MCP server for YAML: validate & lint, convert between 10 formats, visualize as diagrams, and create/edit your saved diagrams — from your AI editor.

Developer Tools Code Analysis Data Visualization

121

Zephex A

MCP gateway with 10 tools for code analysis, architecture, package audit & security.

Code Analysis Software Architecture Security

101

Pine Script A

MCP server providing Pine Script v6 documentation. Enables AI to: Look up Pine Script functions and validate syntax Access official documentation for indicators, strategies, and visuals Understand Pine Script concepts (execution model, repainting, etc.) Generate correct v6 code with proper function references

Documentation Access Code Analysis

102

searchcode A

Code intelligence for LLMs. Analyze, search, and retrieve code from any public git repository.

Search Code Analysis Version Control

61

Korext: AI Code Governance A

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

Code Analysis Developer Tools Autonomous Agents

514