MCP Server Directory

Semantic code graph for AI-assisted code understanding via tree-sitter and MCP.

exa-labs-exa-code-mcp ai.smithery/exa-labs-exa-code-mcp

Find open-source libraries and fetch contextual code snippets by version to accelerate development…

Pare Python ג€” Structured Python tool output (ruff, mypy, pip, uv, black, pytest) as typed JSON.

JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and MCP support.

Code-pinned team memory for AI coding agents — typed artifacts, MCP-native, self-host.

MCP server for Fabrx - Build APIs from documents in your IDE

Run parallel, resumable, human-operable Antigravity CLI sessions from any MCP agent harness

Sync code to remote servers via SSH/rsync and deploy from any AI IDE.

mcp com.neuroflash/mcp

Create content and test it on a real audience — neuroflash Digital Twins inside Claude & Cursor.

Pare Search ג€” Structured code search operations (ripgrep + fd) as typed JSON.

Finance Fintech Mcp io.github.varvararatta/finance_fintech_mcp

Unlock the power of real-time financial data with our Finance MCP. Easily retrieve the latest

Hacker News Mcp io.github.varvararatta/hacker_news_mcp

Dive into the latest and greatest from the tech world with our Hacker News MCP server.

Universal trust attestation for AI agents. Create, verify, and negotiate trust proofs.

Ip Geolocation Mcp io.github.varvararatta/ip_geolocation_mcp

Unlock the power of IP geolocation with our tool! Whether you're a developer needing location data

Uk Postcodes Mcp io.github.varvararatta/uk_postcodes_mcp

Access comprehensive UK postcode information effortlessly with our geocoding services. Whether you

Pare Test ג€” Auto-detects test framework (pytest, jest, vitest, mocha), returns typed JSON.

State replay and self-debugging for AI agents. Track, replay, undo, checkpoint.

Dokploy MCP io.github.vcode-sh/dokploy-mcp

Dokploy MCP server for Codex, Cursor, and Claude with compact stdio and hosted HTTP modes

情景+实体记忆 MCP 服务，为 Claude Code 提供持久化记忆能力

One MCP endpoint for Claude Code, Codex, Gemini, Grok and Mistral CLIs, with durable async jobs.

MCP server for code search (ripgrep + fd) with structured, token-efficient output

AST-based semantic code search: 39 tools over 37 languages. Call tracing and impact analysis.

QA agent for vibecoded apps. Real browser checks, your AI fixes them. Ship to green.

Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.