MCP Servers

Connectors that give your AI agent hands — databases, browsers, email, payments, and every service in between.

✓ OfficialAll Cloud Service Cloud Storage Communication Database Design Development File System Finance Marketing Memory Other Productivity Search Version Control Web Scraping17 results

Semiotic

★ 2,700

Data visualization for streaming and static charts, maps and network visualization.

🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

DevTools Debugger MCP

★ 346

Exposes full Chrome DevTools Protocol debugging capabilities, including breakpoints, call stacks, and source maps.

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

Repo Map

★ 182

An MCP server (and command-line tool) to provide a dynamic map of chat-related files from the repository with their function prototypes and related files in order of relevance. Based on the "Repo Map" functionality in Aider.chat

🔥🔥🔥✓ VerifiedFreeQuick setup

Domscribe

★ 171

Build-time DOM-to-source mapping for coding agents

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

Search Tools MCP Server

★ 32

An MCP server that enhances code analysis with advanced search and dependency mapping capabilities.

🔥🔥🔥✓ VerifiedFreeAdvanced setup

Code Understanding

★ 13

Analyzes local and remote GitHub repositories to provide code understanding and context generation, including structure analysis, file identification, and semantic mapping.

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

click-to-mcp

★ 4

Auto-wrap any Click/typer CLI as an MCP server. Introspects CLI commands at runtime and maps them to MCP tools.

🔥🔥🔥✓ VerifiedAccount requiredQuick setup

markmap-http-mcp

★ 4

An MCP server for converting Markdown to interactive mind maps with export support (PNG/JPG/SVG). Server runs as HTTP service.

🔥🔥🔥✓ VerifiedFreeAdvanced setup

RenPy MCP

★ 3

MCP server + visual development tools for Ren'Py visual novel engine. 60 tools, story map, live dashboard, standalone CLI.

🔥🔥🔥✓ VerifiedFreeAdvanced setup

MCP JS Debugger

★ 2

Debug JavaScript and TypeScript applications through the Chrome DevTools Protocol with full source map support.

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

oyemi-mcp

★ 2

MCP server for the Oyemi semantic lexicon. Provides deterministic word-to-code mapping and valence/sentiment analysis for AI agents like Claude, ChatGPT, and Gemini.

🔥🔥✓ VerifiedFreeQuick setup

Project Telos

★ 2

Local-first MCP tools for AI-assisted work receipts, source intake, workspace maps, routing ledgers, action receipts, and MATCH / DRIFT / UNVERIFIABLE verification.

🔥🔥FreeQuick setup

pyobfus-mcp

★ 1

Official MCP server for the pyobfus Python obfuscator — pre-flight risk scan, framework-aware config init, reverse stack-trace mapping

🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

Liquid

★ 1

Connect your agent to any HTTP API on the fly - discovers + maps any REST API once, then fetches typed data deterministically

🔥🔥🔥🔥✓ VerifiedPaid serviceAdvanced setup

QA Radar

MCP server that tells your agent which files to test first — git churn, coverage gaps, and test mapping as per-file risk scores.

🔥🔥🔥✓ VerifiedFreeQuick setup

sourcemap-retrace-mcp

Decodes minified stack traces back to original TypeScript source using source maps

🔥🔥🔥✓ VerifiedFreeAdvanced setup

Mainline

Gives your AI agent your story map and given/when/then acceptance criteria. Read-only.

🔥🔥🔥✓ VerifiedFreeQuick setup