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.

QR Top com.qr-top/qr-top

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

Time Machine ai.timeml/time-machine

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

google-workspace com.proscendia/google-workspace

Permissioned access to Gmail, Drive and Calendar via the user's own Google account

zsign io.zsign/zsign

E-signature API for AI agents: send contracts, sign PDF documents, track and download signed files.

한국 특성화고 전문교과 2022 개정 교육과정 학습 그래프 MCP 서버 (528과목·성취기준 47,625건, 공식 원문 전량 수록)

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.

Unofficial MCP server for ordering Yandex Lavka groceries: search, cart, checkout.

noveum ai.noveum/noveum

Trace, evaluate, and optimize your LLM, RAG, and agent apps with Noveum observability.

Transcribe audio locally with faster-whisper or through the OpenAI Whisper API.

Hypernatural ai.hypernatural/hypernatural

Create and edit AI videos from chat: plan shots, generate scenes, and export stories and ads.

mcp com.economicium/mcp

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

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.

Resent io.github.resentmail/resent

Transactional email for AI agents: templates, domain verify, and sends.

Trust score for AI-generated code: scan repos, guard agent file writes, get a 0-100 score.

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

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

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.

MemoryRouter ai.memoryrouter/memoryrouter

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

mcp io.github.dmarc-examiner/mcp

Read your own DMARC aggregate and forensic reports: sources, alignment, alerts, CSV export.

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

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

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

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.

Nevlo io.nevlo/nevlo

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