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。
515
MCP 服务器
twothumbs
io.github.asselwan/twothumbs
Runs end-to-end web-based verdicts to verify whether AI agent work produced the expected artifacts and outcomes.
公开
Bay Run
io.github.barneywohl/bay-run
Runs hosted inference and task-oriented AI operations such as prompt and document guarding, classification, embeddings, sentiment analysis, and reranking with provenance receipts.
公开
BridgeNode MCP
io.github.bridgenode-ai/bridgenode-mcp
Provides OpenAI-compatible chat inference with model catalogs, price estimates, and optional Solana USDC x402 payments.
公开
callable
io.github.CCSTT-dev/callable
Submits, tracks, and reviews tasks performed by human operators for account verification and similar workflows.
公开
rtcf
io.github.hengkp/rtcf
Builds or improves structured Role, Task, Context, and Format prompts in Thai or English.
公开
agent-trace-auditor
io.github.lazymac2x/agent-trace-auditor
Audits and compares AI agent execution traces for loops, tool errors, schema violations, cost overruns, regressions, and latency issues.
公开
ai-eval
io.github.lazymac2x/ai-eval
Evaluates and compares AI responses using heuristic quality metrics such as relevance, structure, completeness, readability, and length.
公开
ai-model-router
io.github.lazymac2x/ai-model-router
Lists AI models and recommends models based on task fit, pricing, token usage, and provider preferences.
公开
ai-provider-status
io.github.lazymac2x/ai-provider-status
Reports real-time health, incidents, and component status for major AI model providers.
公开
embedding-search
io.github.lazymac2x/embedding-search
Generates text embeddings, computes similarity, and performs semantic ranking of documents against queries.
公开
meld
io.github.lemonaide152/meld
Creates temporary links for exchanging context between humans or agents and returning a single resolved response.
公开
remirror (返照） — psyche audits for AI agents
io.github.OntoDistro/remirror
Runs paid behavioral audits of AI agents by comparing declared, self-reported, and experimentally revealed objectives.
公开
Bench Agent Discovery
io.github.VirajMishra1/bench
Discovers public AI agents, reusable recipes, and verified benchmark contracts and submissions.
公开
ミロンド (Mirondo)
net.mirondo/mirondo
Searches a verified directory of free AI tools in Japanese and provides tool details, usage conditions, and verification statistics.
公开
LLM Provider Intelligence
org.memoryapi/intel
Lists LLM providers, compares capabilities and pricing, checks provider status, and recommends providers for agent tasks.
公开
AIﾉアカリ☆ Agent Trust Receipt
ai.ai-akari/agent-trust-receipt
Generates externally grounded trust receipts for AI agents and audits claims about AI results and distribution validation.
公开
authenticated-llm-agent
ai.getvda/authenticated-llm-agent
Provides an authenticated large language model agent.
公开
authenticated-llm-agent-bcrypt
ai.getvda/authenticated-llm-agent-bcrypt
Provides an authenticated large language model agent using bcrypt-based authentication.
公开
authenticated-llm-jwt-agent
ai.getvda/authenticated-llm-jwt-agent
Provides an authenticated large language model agent using JWT-based authentication.
公开
authenticated-llm-mcp-agent
ai.getvda/authenticated-llm-mcp-agent
Provides an authenticated agent that uses MCP capabilities.
公开
authenticated-llm-traced-agent
ai.getvda/authenticated-llm-traced-agent
Provides an authenticated and traceable large language model agent.
公开
authenticated-mcp-traced-agent
ai.getvda/authenticated-mcp-traced-agent
Provides an authenticated agent interface with MCP request tracing.
公开
authenticated-multi-llm-agent
ai.getvda/authenticated-multi-llm-agent
Provides an authenticated agent capable of working with multiple large language models.
公开
claude-schema-output-agent
ai.getvda/claude-schema-output-agent
Provides a Claude-based agent that produces schema-constrained outputs.
公开
llm-observability-orchestration
ai.getvda/llm-observability-orchestration
Supports LLM observability and orchestration workflows.
公开
llm-observability-orchestration-agent-langchain
ai.getvda/llm-observability-orchestration-agent-langchain
Supports LLM observability and orchestration using LangChain.
公开
llm-observability-orchestration-agent-langchain-community
ai.getvda/llm-observability-orchestration-agent-langchain-community
Supports LLM observability and orchestration using LangChain Community components.
公开
llm-orchestration-agent-2-df5979
ai.getvda/llm-orchestration-agent-2-df5979
Provides an agent for LLM workflow orchestration.
公开
llm-orchestration-agent-cryptography
ai.getvda/llm-orchestration-agent-cryptography
Provides an LLM orchestration agent oriented toward cryptography.
公开
llm-orchestration-agent-d0a1a1
ai.getvda/llm-orchestration-agent-d0a1a1
Provides an LLM orchestration agent; no MCP tools are listed.
公开