Use Cases

Send Signed Rtc Micropayments Between Agents

1 project

Send Spans To Any Opentelemetry Backend For AI Observability

1 project

Send Surveys And Follow Up With Respondents

1 project

Send Tasks To A Remote Coding Agent

1 project

Send Threaded Messages Between Agents

1 project

Send Usdc/eth/pol/sol Transfers

1 project

Send VS Code Selections To An Agent Prompt

1 project

Send Voice Notes To A Coding Agent

1 project

Send Voice Notes Transcribed By Local Whisper Or Nvidia Nim Asr

1 project

Send, Edit, Schedule And Delete Telegram Messages From An Mcp Client

1 project

Send, Reply And Search Lark Messages Or Group Chats From Scripts And Agents

1 project

Sender-constrained Dpop Tokens For Agent-to-service Calls

1 project

Sentiment Classification Fine-tuning On Mrpc, Sst-2, Sentiment140

1 project

Sentiment Insight And Trend Prediction Over Aggregated News

1 project

Seo And Serp Research

1 project

Seo Audits, Programmatic Seo, And AI Search (aeo) Optimization

1 project

Seo Drift Monitoring With Sqlite Baselines

1 project

Seo Regression And Drift Monitoring

1 project

Seo/geo Site Auditing

1 project

Separate Attempts (execution Facts) From Logical Operations In Agent Reliability

1 project

Separate Memories By Project Or Team Scope

1 project

Separate Memory Profiles For Characters Or Personas

1 project

Separate Songs Into Audio Stems

1 project

Separate Vocals From Instrumentals Before Conversion

1 project

Sequential/reflective Reasoning Tool For Agents

1 project

Serialize Java Objects Into Compact Llm Context

1 project

Serialized Webnovel (网文) Drafting With Cliffhanger Hooks

1 project

Serp-based Semantic Keyword Clustering

1 project

Serve 20 Code-analysis Tools To Claude Code Over Stdio Or Streamable Http

1 project

Serve 671b Deepseek-v3 On ~12gb Vram

1 project

Serve A Browser-based Viewer For Training Progress On Remote Gpus

1 project

Serve A Chat Web UI And Rest Api

1 project

Serve A Local Anthropic /v1/messages Endpoint For Claude Code

1 project

Serve A Local Model Through Openai-compatible Apis

1 project

Serve A Local Openai-compatible Api At 127.0.0.1:7878 For Your Own Apps

1 project

Serve A Local Visual Search Api With Pixelrag Serve

1 project

Serve A Privacy-first Chat App Storing Data In The Browser

1 project

Serve A Web Dashboard Or Tui For Server Status

1 project

Serve Agent Knowledge Over Mcp Tools

1 project

Serve Agent Models From A Self-hosted Cluster

1 project

Serve Agent Networks Over Http Or As An Mcp Server

1 project

Serve Agent Over Http For Integrations

1 project

Serve Agent Runs Over A Fastapi Http Api With Postgres Persistence

1 project

Serve Agents As Rest/sse Apis Via Omniserve

1 project

Serve Agents Over Slack, Whatsapp, Teams, Telegram, Gmail, Messenger, Instagram

1 project

Serve An Agent As An Mcp Server

1 project

Serve An Anthropic-compatible Endpoint For Claude Code

1 project

Serve An Openai-compatible /v1/chat/completions Proxy Over Claude, Openai And Go

1 project

Serve An Openai-compatible Local Api Endpoint

1 project

Serve An Openai-compatible Local Api On Port 18990

1 project

Serve An Openai-compatible Local Endpoint For Other Tools

1 project

Serve An Openai-compatible Local Inference Server

1 project

Serve An Openai-compatible Rest Api From A Local Model

1 project

Serve An Openai/anthropic-compatible Endpoint Over Websocket

1 project

Serve As An Mcp Server/client For Other AI Tooling

1 project

Serve Batched State/question/candidate Requests Over An Http Inference Api

1 project

Serve Calibrated Multimodal Decisions Through An Api

1 project

Serve Chat Completions Through An Openai-compatible Api

1 project

Serve Code Graph Queries Over Mcp To Claude Code, Cursor, Copilot And Others

1 project

Serve Codebase Memory And State Through Bundled Mcp Servers

1 project

Serve Codebase Query/edit Capabilities To Claude Code Via Mcp

1 project

Serve Context Tools To Agents Over Mcp (ctx_expand, Ctx_refactor, Ctx_proof, Ctx

1 project

Serve Decision Models To Applications Through An Http Api

1 project

Serve Docs Over Mcp Stdio/http/sse To Claude, Cline, Copilot, Cursor

1 project

Serve Embeddings And Rerankers Alongside Chat Models

1 project

Serve Embeddings Via Client-server Docker Deployment

1 project

Serve Embeddings, Images, Audio, Batches And Rerank Endpoints

1 project

Serve Governed Curriculum And Course Knowledge To AI Tutors

1 project

Serve Graph Data Through A Rest Api

1 project

Serve Health Data Tools To Claude Desktop Or Cursor Over Mcp

1 project

Serve Knowledge Q&a Through IM Channels (wecom, Feishu, Slack, Telegram)

1 project

Serve Llms Behind An Openai-compatible Endpoint

1 project

Serve Local Llms On Apple Silicon Via An Openai-compatible Api

1 project

Serve Local Llms To Apps Via Openai/anthropic/ollama Apis

1 project

Serve Local Models Through Anthropic-compatible Apis

1 project

Serve Local Models Through Openai-compatible Apis

1 project

Serve Local Models Via Openai-compatible Api

1 project

Serve Many Downstream Tasks From One Base Model With Swappable Adapters

1 project

Serve Market Data Over Streamable-http For Hosted Agent Backends

1 project

Serve Mcp Over Http Streaming Or Sse

1 project

Serve Mcp Over Stdio As A Subprocess

1 project

Serve Mcp Over Stdio, Http+sse, Websocket Or Tcp

1 project

Serve Mcp Over Streamable Http And Stdio From One Codebase

1 project

Serve Mcp Over Streamable Http Or Sse For Deployment

1 project

Serve Mcp Over Streamable Http Via Netty

1 project

Serve Models As An Mcp-enabled Backend

1 project

Serve Models Over A Local Rest Api On Port 11434

1 project

Serve Models Through An Openai-compatible Api

1 project

Serve Models Through An Openai-style Api

1 project

Serve Models Through Anthropic-compatible Apis

1 project

Serve Models Through Ollama-compatible Apis

1 project

Serve Models Via Transformers Serve And Cli Chat

1 project

Serve Multi-tenant Rag With Blob Storage And Index Workers

1 project

Serve One Local Market-data Gateway To Multiple AI Tools

1 project

Serve One Shared Index Over Http To Multiple Sessions And Repositories

1 project

Serve Openai-compatible Chat Completions

1 project

Serve Pipelines Through Openai-compatible Chat Completions

1 project

Serve Project Memory To Claude Code, Cursor, Or Codex Over Mcp Stdio

1 project

Serve Prompts And Resources To Mcp Clients

1 project

Serve Qwen3.8-flash-next From A Colab A100

1 project