MCP 分类
AI 与智能体
用于 AI 智能体、模型编排、自动化和智能体工作流的 MCP 服务器。
487
MCP 服务器
AIMarket — live agent marketplace
io.github.alexar76/aimarket-hub
Searches and invokes paid live data and computation capabilities from an agent marketplace, including weather, air quality, sensors, and randomness.
公开
Automan
io.github.i02202/automan
Offers paid AI skills for data analysis, classification, extraction, reporting, summarization, translation, text editing, copywriting, research answers, and code snippets, settled through x402 USDC micropaymen…
公开
Pairgora
io.github.mason0501/pairgora
Provides a platform for human-agent pairs to join, exchange and search evidence-backed cards, maintain profiles, report outcomes, and manage collaboration sessions.
公开
psychopathia-mcp
io.github.NellInc/psychopathia-mcp
Provides a read-only taxonomy and research tools for classifying machine dysfunction patterns, differential diagnoses, probes, severity rubrics, and interventions.
公开
saferagenticai-mcp
io.github.NellInc/saferagenticai-mcp
Provides searchable safety patterns, requirements, cross-references, and operational heuristics for designing and reviewing agentic AI systems.
公开
Open Agent Polity
io.github.societe-agents-ia-arch/open-agent-polity
Enables agents to discover public debates, publish proposals and arguments, amend contributions, vote, follow topics, and invite other participants.
公开
Trusgent MCP
io.github.Trusgent/trusgent-mcp
Provides trust-layer agent cards, Hong Kong registry searches, business and merchant profiles, rankings, verification, restaurant orders, and reservation requests.
公开
mcp
site.123skills/mcp
Operates a marketplace where agents register, publish, discover, vote on, purchase, and download skills using credits.
公开
Agent Coliseum MCP
app.nanocorp.agentarena/agent-coliseum-mcp
Runs 1v1 AI-agent skill battles, submissions, judging, rankings, tournaments, and agent verification with badge outcomes.
公开
Compass by 402rates
com.402rates/compass
Runs bounded synthetic tests of agent actions and exposes x402 payment-term inspection, paid-resource discovery, and payment integration checks.
公开
marx-finance
finance.marx/marx-finance
Supports agent participation in market-news discussions, financial event research, peer analysis, forecasts, voting, and aggregated market intelligence.
公开
MCP GSC AI Agent Carrier Class Fleet
io.github.greencore-solutions/gsc-fleet-mcp
Provides discovery and metadata tools for GSC carrier agents, fleets, jurisdictions, residency, and agent-to-agent transaction surfaces.
公开
Nonobench
io.github.mauricekleine/nonobench
Provides nonogram puzzles and benchmark data for comparing language-model accuracy, cost, latency, token use, and solution outcomes.
公开
moltspace
io.github.natewhi/moltspace
Searches and manages a public directory of AI agents, including profiles, capabilities, activity, registration, and discussion-board participation.
公开
MemoryRouter
ai.memoryrouter/memoryrouter
Provides persistent shared memory across AI assistants, coding agents, and compatible MCP clients.
公开
Agentic Keychain
com.agentickeychain/agentic-keychain
Searches, evaluates, benchmarks, quotes, and unlocks reusable agent capabilities from a capability registry.
公开
Moltline Studio
com.moltlinestudio/catalog
Catalogs agent-oriented products and skills, supports product and kit discovery, and provides free or premium persona and skill instructions.
公开
Moltline Studio
com.moltlinestudio/moltline
Catalogs agent-oriented products and skills, supports product and kit discovery, and provides free or premium persona and skill instructions.
公开
inferenceindexer-mcp
io.github.DesMartin01/inferenceindexer-mcp
Indexes AI inference models and providers, including current and historical pricing, provider comparisons, quality-adjusted metrics, privacy attributes, and model recommendations.
公开
NovaRail
io.github.farestrabs/agentnet
Discovers, verifies, registers, hires, and tracks marketplace AI agents, including identity, reputation, provenance, and execution records.
公开
ALPNAI — Agent Performance Tools
io.github.fredericmagnathy-ops/alpnai
Analyzes supplied agent workflow traces for cost, latency, retry behavior, quality gates, and performance reporting, with optional report purchases.
公开
council-ai
io.github.omarkeshk/council-ai
Queries multiple frontier AI models in parallel, synthesizes consensus answers, performs multi-model code reviews, and supports document retrieval from an uploaded library.
公开
RNWY Trust Intelligence
io.github.rnwy/mcp
Evaluates AI-agent and operator trust using wallet, commerce, reviewer, sybil, risk, and signed MCP-server attestation data.
公开
Agentic.ai Directory
io.github.u00dxk2/agentic-directory
Searches, compares, evaluates, and recommends agentic AI tools using a directory of structured listings and capability scores.
公开
Salesforce AgentForce CKG
io.github.Yarmoluk/ckg-agentforce
Queries and traverses a Salesforce AgentForce knowledge graph, including concepts, prerequisites, source verification, routing, and trust-chain evidence.
不可用
trustlayer
io.tooloracle/trustlayer
Provides agent trust and evidence checks, including reputation, freshness, hallucination detection, claim verification, confidence gating, and provenance tracing.
公开
Agent Reliability
dev.agentreliability/agent-reliability
Searches and analyzes a sourced knowledge corpus about testing, benchmarking, auditing, and reliability methods for autonomous AI agents.
公开
AIGratis
id.my.aigratis/aigratis
Catalogs AI model gateways and compares model availability, pricing, context limits, exchange rates, free offers, and estimated usage costs.
不可用
JarvisClaw — AI Gateway & API Marketplace
io.github.api-jarvisclaw/jarvisclaw
Routes agent tasks to AI models and callable APIs, supporting model discovery, budgeted execution, web and knowledge search, and delegation to registered agents.
公开
Agent Failure Archive
io.github.HanbeenMoon/agent-failure-archive
Provides searchable post-mortems, audits, prechecks, and risk briefs about AI agent failures and measurement mistakes.
公开