MCP Server Directory

The Aggregate — LLM benchmark aggregate ai.theaggregate/the-aggregate

LLM rankings from public benchmarks, model comparisons and source-linked results. Updated daily.

Coinrule MCP io.github.coinrule-com/coinrule-mcp

Trade, monitor portfolios, and build Coinrule strategies by chat.

MemoryRouter ai.memoryrouter/memoryrouter

Persistent AI memory shared across Claude, ChatGPT, coding agents, and compatible MCP clients.

Time Machine ai.timeml/time-machine

AI-powered corporate learning platform — manage courses, users, and insights via Claude.

Panes — a private feed on your phone com.getpanes/panes

Send notifications, updates and daily digests to a person's phone — typed cards in a private feed.

Turn any document into a production-ready RAG dataset from Claude, Cursor, or any MCP host.

AgenticRail Gate - sequence enforcement and verifiable audit receipts for AI agent compliance nz.agenticrail/gate

Deterministic runtime enforcement of step order for AI agents: ALLOW/DENY before a step runs.

QR Top com.qr-top/qr-top

Dynamic QR codes by chat: edit destinations after printing, smart routing, and scan analytics.

Italian B2B Lead Scoring, Ranking & JSON Decisions it.machinesignal/b2b-lead-scoring-ranking-italy

Score, rank and prioritize an existing Italian B2B lead list into explained JSON decisions.

Drives a real Chromium browser: navigate, click, type, read pages, OCR, QR, network capture

mcp com.economicium/mcp

Free finance and trading calculators as MCP tools: risk/reward, RMD, Coast FIRE, inflation.

Returns only the unit tests affected by your current Kotlin/Android code changes.

Regression-test AI models on real Snapdragon and Jetson hardware, with signed evidence for CI.

Nevlo io.nevlo/nevlo

Read bank accounts, balances and transactions from 10,000+ European banks.

Fed-Spend com.fed-spend/fed-spend

Federal contract intelligence: $7T+ awards, SAM.gov opps, pWin verdicts, recompetes, protests.

Zero-LLM structural code retrieval for AI coding agents, served over MCP.

Let AI agents query and operate business systems with authorization, approval and audit trails.

diggercamp com.diggercamp/music-similarity

Find independent music by how it sounds: similar tracks and playlists from a track link.

mcp io.datadef/mcp

Generate, edit, and export data-architecture diagrams from your AI. Column lineage, PNG in chat.

Scans code changes for leaked secrets and insecure config, with actionable fixes for AI agents.

Your agent's overlay network. 435 specialist agents + P2P A2A messaging on a 190k-node network.

Synthetic Data — Random User ai.saifs/synthetic-data-random-user

Generate synthetic random user data for testing, demos, and development without using real persona.

Curated ssh_probe diagnostics and single-host ssh_exec over an allowlisted SSH fleet.

MCP Schema Audit io.github.tylerscomic-lab/mcp-schema-audit-mcp

Audits MCP tool definitions for patterns that make models call tools wrong or mis-fill args.