MCP Server Directory

Scores your prompts against your real codebase — context-aware prompt intelligence

Parallect io.github.securecoders/parallect

Fan out deep research across multiple AI providers, synthesize into one unified report.

Interact with the Beans CLI issue tracker agentically

Analyze any codebase — get architecture, file roles, execution flows, and agent context.

Recall past Claude Code conversations from any project as clean, compact Markdown.

Local-first MCP server that reconstructs architecture, workflows and business rules from your code.

Sourcegraph MCP Server io.github.sourcegraph/mcp

Sourcegraph code search, semantic search, go-to-definition, find-references, and diff search.

Hive Evaluator io.github.srotzin/hive-mcp-evaluator

MCP server: NEED + YIELD + CLEAN-MONEY gates with EIP-3009 attestations · Hive Civilization

All-in-one MCP server: GitHub, Git, Slack, web fetch, memory, and filesystem. Agent Mode opt-in.

顏回 YanHui Debug AI io.github.sstklen/yanhui-debug

Debug AI with shared KB. One bug fixed = everyone benefits. KB hit 4ms free, new analysis $0.05.

Debug and develop MCP servers with hot-swapping, session recording, and playback testing

One MCP server bridging the Codex, Cursor, OpenCode, Claude, and Antigravity CLI agents

Phone camera bridge for Claude Code — photos, live video, voice, and generative UI

MCP server for Blip disposable email — create inboxes, receive emails, extract OTP codes

Charming io.github.tambo-ai/charming

Build personal interactive apps with real URLs and persistent storage, using any AI.

Android mobile automation with uiautomator2. AI bot for taps, swipes, apps, XPath testing, RPA.

Catches your AI coding agent when it games the tests - locked-test hashes, tamper detection.

ChainFX Capability Network io.github.techleadevelopers/chainfx-mcp

Agent Pay and planning graph for stablecoin commerce.

test-mailbox io.github.therealMrFunGuy/test-mailbox

Disposable email inboxes for testing — create addresses, wait for messages, extract links.

UptimeProbe io.github.therealMrFunGuy/uptime-probe

HTTP health checks, SSL expiry monitoring, TCP port scanning, and batch URL testing.

Decode subtext, tone, and ambiguity in messages; rewrite outgoing replies; brief meetings.

Waterfall lead enrichment — cascades Apollo, Clearbit, and Hunter for max coverage

Structured observability for AI agents. Trace steps, decisions, and errors. MCP server + CLI viewer.

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

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