AI & Agents MCP Servers for Microsoft Copilot

Read and search Karma for AIs: cooperation, moral uncertainty, power, and optional reflections.

Cloudflare Workers MCP server: ai-gateway

List a public API where AI agents discover tools, after a bounded readiness check.

Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, handoffs, tasks.

Measured latency, time to first token and uptime for ~45 AI inference APIs, by region.

LLM Orchestration Agent (Langchain Core)

LLM Orchestration Agent (Langchain Openai)

LLM Orchestration Agent (Langgraph)

LLM Orchestration Agent (Openai)

LLM Orchestration Agent (Opentelemetry Instrumentation Fastapi)

Cloudflare Workers MCP server: llm-output-quality-monitor

Generate tailored quality criteria and scoring guides from your task descriptions. Refine objectiv…

Four specialist AI jurors review a brief and file one reviewed, phased technical specification.

Find an MCP server for any task: searches the official registry, Smithery and npm; remote-first.

Public record of one read only walk over the official MCP registry: who answered, tools, who pays.

Operation-level risk guidance for consolidated MCP tools, including schema drift and retry signals.

Benchmark MCP tool selection with metadata-only routing, collision, abstention, and holdout checks.

Statically audits MCP tool surfaces for token cost, schema quality, and design issues.

Live operational + integration registry for Bittensor subnets: APIs, schemas, health.

Convert docs to agent-readable specs with criteria and constraints. $0.10/convert.

JWT-gated LLM gateway: authenticate (bcrypt/JWT), then run a LangChain-on-Vertex Gemini completion.