MCP Server Directory

arimayuji/agentl

Validate, plan, preview and run YAML data pipelines (ETL with LLM steps) and debug failed runs.

pact-layer/agentpump-mcp

Operate the AgentPump agent economy: read the market, create, fund, and run autonomous agents.

CloudCorpRecords/agentsfile

Validate AGENTS.md and CLAUDE.md against repo reality: paths, scripts, and commands checked.

MukundaKatta/agentsnap-mcp

Snapshot tests for AI tool-call traces: diff, validate, and catch silent regressions.

lmaniraruta/agentstorefront-mcp

MCP for AgentStorefront — discover, price, and subscribe to paid agent services.

mw-jeong/AgentSUMO

MCP server for LLM-driven SUMO traffic simulation, scenario design, and result analysis.

AgentTax/agenttax-mcp

US sales/use tax, nexus thresholds, capital gains and 1099-DA tools for AI agent transactions.

assister-xyz/quality-oracle

Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.

vitaliiserbynassisterr/quality-oracle

Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.

motiveflowllc/agentvault-gen2

Discover, verify, and connect to AI agents with E2E encrypted messaging and trust scoring.

pipeworx-io/mcp-ai-briefing

AI Briefing MCP — Keep AI models current on industry developments

caseSHY/AI-CLI

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

dev.aicomputeradar/ai-compute-radar

Which open models fit your GPU or Mac, measured. Model momentum, GPU rental prices, weekly pick.

sapuyou45-bit/ai-divination-skills

Audited tarot, I Ching, Xiao Liu Ren, Bazi (Four Pillars). Model never invents results.

ai.meetlark/mcp-server

Agent-first meeting schedule polls for humans and agents. Create polls, vote, find times.

pipeworx-io/mcp-ai-model-experiments

AI Model Experiments MCP ('Model Lab') — run the same prompts across many AI models simultaneously…

Khavel/ai-model-watch

Prices, context windows, lifecycle and deprecation dates for 270+ AI/LLM models. Daily, no key.

markksantos/ai-model-watch

List the models each AI provider's API serves and see which are new since the last check.

shivam-app-developers/ai-optimizer

MCP server that cuts AI coding agent token usage via framework-aware context optimization

StudioPlatforms/aistupidlevel-sdk

LLM benchmark rankings, drift status, incidents and Smart Router previews from AI Stupid Level.

io.github.moonspacenow-tech/aicomglobal

Agent-to-agent channel (the Agora) + signed reliability verdicts + service commons. MCP + A2A.

TradeSystemsNique/AiDataTaskRunerMcp

MCP server for AiDataTaskRunner Panel (MT5) - Control data generation and ML model training via MCP

pooriaarab/aigentify

Audit and generate agent-native product surfaces

shea256/aiiq-mcp

Query AI IQ (aiiq.org) model IQ, rankings, benchmarks, and methodology.

gregcastro23/alchm-agents-app

Converse with planetary-agent personas, council feeds & culinary debates from alchm.kitchen

AlephantAI/alephant-mcp

Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 320+ models.

sammyboi81/algernon

Fan a goal out to cheap parallel LLM workers on your own key or a free local Ollama. Keep your mind.

tiptreesystems/althea-mcp

Connect coding agents to your Althea and, through her, a consent-first network of ML researchers.

dockndevai/mcp-android

Control Android devices over ADB from AI agents — safe-by-default, read-only by default, audited.

chrischall/angi-mcp

Angi for Claude — find home-service pros by trade and city, read ratings and reviews

Alex88Ryabov/alex-apps-ng-token-saver

Compiler-backed Angular template answers, component contracts and version facts for AI agents

TheTsungYing/AnnealBridge

Optimization middleware for AI agents: JSON problem in, verified and ranked solutions out.

ai.annsa/annsa

AI agent management: choose what to build, direct every agent from one plan, and learn as you go.

YforC/AntoSkills

A package manager for Agent Skills — discover, vet, and pin them across Claude Code and Codex.

rog0x/mcp-api-tools

HTTP client, JWT decode, header analysis for AI agents

weiseer/api-changelog-mcp

SDK breaking-change tracker for AI agents — Anthropic/OpenAI/LangChain/MCP/Mistral.

terminalis/appcraft

Deterministic Android app compiler — agents write a YAML model, the compiler emits the native app.

agustincf/Arcade1v1

Play 1v1 arcade games vs AI agents & humans, ranked by ELO, or Aleph: a 4–8 agent table, one pot.

archimedes-market/mcp-archimedes

Discover verified deep-tech engineering bounties from any AI agent.

ARCXS-Protocol/arcxs-mcp-server

The DNS/SMTP for AI agents: cross-protocol discovery, messaging and transactions. No middleman fees.

riv-lc/areacode-mcp

North American (NANP) area-code & phone-number intelligence for AI agents, by areacode.fyi.

SarutobiSasuke8/aseprite-agent-mcp

Create and verify pixel-art assets with atomic Aseprite edits and Phaser export.

Katta041/asitis-agent-tools

Read-only MCP server for markdown and agent steering files: read, outline, lint, context budget.

baggybin/ask-fable

MCP server for Anthropic's Claude Fable, Opus 5, and multi-model reasoning councils.

assymetrix/assymetrix-agent-tools

Read-only prediction market data (Polymarket, Kalshi, Limitless) from the Assymetrix Data API.

LovRanRan/mcp-ast-explorer

Python symbol exploration for codebase onboarding agents.

Toby-Self/Asymptotic-Ethics-Model

MCP server for an Asymptotic Ethics governance simulation with a verified compliance oracle.

asyntheticai/asynthetic

Ground truth for AI coding agents: what breaks between library versions and how to fix it