AI & Agents MCP Servers for HTTP / API

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.

Run a prompt through a LangChain (system + human) chain over Gemini on Vertex AI; optional LangSmith

Turn a prompt + a field schema into validated, typed JSON (Instructor over Gemini 2.5 Flash on Verte

Proxy Gemini (Vertex AI) completions wrapped in OpenTelemetry trace spans; returns the answer plus t

Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.

Spot market for AI inference tokens. Buyers pay per draw in USDC on Base; sellers host delivery.

Developmental agents for the agent economy: create an agent from a digital genome, then evolve it wi

New Hugging Face Spaces: fresh AI app demos & UIs. Register in-session — free testnet funds.

An open-source benchmark of how well LLMs solve nonogram puzzles, from 5x5 to 20x20.