IA et agents — Serveurs MCP

twothumbs

io.github.asselwan/twothumbs

Runs end-to-end web-based verdicts to verify whether AI agent work produced the expected artifacts and outcomes.

Public

3 outils 2996 ms

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.

Public

3 outils 1280 ms

BridgeNode MCP

io.github.bridgenode-ai/bridgenode-mcp

Provides OpenAI-compatible chat inference with model catalogs, price estimates, and optional Solana USDC x402 payments.

Public

3 outils 931 ms

callable

io.github.CCSTT-dev/callable

Submits, tracks, and reviews tasks performed by human operators for account verification and similar workflows.

Public

3 outils 3414 ms

rtcf

io.github.hengkp/rtcf

Builds or improves structured Role, Task, Context, and Format prompts in Thai or English.

Public

3 outils 1503 ms

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.

Public

3 outils 215 ms

ai-eval

io.github.lazymac2x/ai-eval

Evaluates and compares AI responses using heuristic quality metrics such as relevance, structure, completeness, readability, and length.

Public

3 outils 155 ms

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.

Public

3 outils 267 ms

ai-provider-status

io.github.lazymac2x/ai-provider-status

Reports real-time health, incidents, and component status for major AI model providers.

Public

3 outils 184 ms

embedding-search

io.github.lazymac2x/embedding-search

Generates text embeddings, computes similarity, and performs semantic ranking of documents against queries.

Public

3 outils 170 ms

meld

io.github.lemonaide152/meld

Creates temporary links for exchanging context between humans or agents and returning a single resolved response.

Public

3 outils 1568 ms

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.

Public

3 outils 1196 ms

Bench Agent Discovery

io.github.VirajMishra1/bench

Discovers public AI agents, reusable recipes, and verified benchmark contracts and submissions.

Public

3 outils 505 ms

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.

Public

3 outils 354 ms

LLM Provider Intelligence

org.memoryapi/intel

Lists LLM providers, compares capabilities and pricing, checks provider status, and recommends providers for agent tasks.

Public

3 outils 670 ms

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.

Public

2 outils 430 ms

authenticated-llm-agent

ai.getvda/authenticated-llm-agent

Provides an authenticated large language model agent.

Public

2 outils 312 ms

authenticated-llm-agent-bcrypt

ai.getvda/authenticated-llm-agent-bcrypt

Provides an authenticated large language model agent using bcrypt-based authentication.

Public

2 outils 339 ms

authenticated-llm-jwt-agent

ai.getvda/authenticated-llm-jwt-agent

Provides an authenticated large language model agent using JWT-based authentication.

Public

2 outils 327 ms

authenticated-llm-mcp-agent

ai.getvda/authenticated-llm-mcp-agent

Provides an authenticated agent that uses MCP capabilities.

Public

2 outils 362 ms

authenticated-llm-traced-agent

ai.getvda/authenticated-llm-traced-agent

Provides an authenticated and traceable large language model agent.

Public

2 outils 331 ms

authenticated-mcp-traced-agent

ai.getvda/authenticated-mcp-traced-agent

Provides an authenticated agent interface with MCP request tracing.

Public

2 outils 337 ms

authenticated-multi-llm-agent

ai.getvda/authenticated-multi-llm-agent

Provides an authenticated agent capable of working with multiple large language models.

Public

2 outils 340 ms

claude-schema-output-agent

ai.getvda/claude-schema-output-agent

Provides a Claude-based agent that produces schema-constrained outputs.

Public

2 outils 355 ms

llm-observability-orchestration

ai.getvda/llm-observability-orchestration

Supports LLM observability and orchestration workflows.

Public

2 outils 325 ms

llm-observability-orchestration-agent-langchain

ai.getvda/llm-observability-orchestration-agent-langchain

Supports LLM observability and orchestration using LangChain.

Public

2 outils 333 ms

llm-observability-orchestration-agent-langchain-community

ai.getvda/llm-observability-orchestration-agent-langchain-community

Supports LLM observability and orchestration using LangChain Community components.

Public

2 outils 344 ms

llm-orchestration-agent-2-df5979

ai.getvda/llm-orchestration-agent-2-df5979

Provides an agent for LLM workflow orchestration.

Public

2 outils 309 ms

llm-orchestration-agent-cryptography

ai.getvda/llm-orchestration-agent-cryptography

Provides an LLM orchestration agent oriented toward cryptography.

Public

2 outils 305 ms

llm-orchestration-agent-d0a1a1

ai.getvda/llm-orchestration-agent-d0a1a1

Provides an LLM orchestration agent; no MCP tools are listed.

Public

2 outils 326 ms