ContextLLM · deep research for coding

What do you want to build?

Describe your idea. Our agent researches the latest libraries across a live GitHub corpus, reranks for freshness, and hands back a cited plan — the same deep-research MCP your coding agents can call.

Live GitHub corpus Cited answers & sources Free public MCP
Public MCP · Deep research

ContextLLM for coding.

Context7 returns documentation for a library you already named. Perplexity answers a question. ContextLLM goes further — ask in natural language and an agentic pipeline searches a live GitHub corpus, recommends the right repositories, and returns a cited answer plus a runnable coding plan. Your agents call it over MCP — or try it from the box above.

  • Latest-tech discovery — trending + search crawlers keep an opinionated, fresh corpus you can browse.
  • Deep research, cited — every claim grounds back to a repo + README URL your agent can WebFetch.
  • Planning built in — describe a project, get the right repos and a structured README / plan.
  • Context7-compatible — existing resolve-libraryget-docs agents work unchanged.
Public MCP Deep research Cited answers Coding plans Corpus directory Claude Code Cursor
contextllm · mcp
ask("best Rust web framework for a JSON API in 2026?")
For a JSON API today, Axum is the strongest default — Tokio-native, tower middleware, great ergonomics. Actix-web still leads raw throughput benchmarks. Both ship typed extractors and first-class async.
tokio-rs/axum★ 21.4k
actix/actix-web★ 22.8k
POST · /api/contextllm/mcp · ask · plan
Online signing · ESIGN / UETA

E-Signature, cryptographically sealed.

Upload a PDF or Office doc, drop signature & text fields, and route to internal or external signers — in parallel, sequential, or mixed order. Every completed document is PAdES-sealed with a tamper-evident certificate and a full audit trail. No DocuSign bill, no Adobe, no third-party CA — integrity is our own seal plus a public verify endpoint.

  • Legal-grade by default — consent capture, attribution, SHA-256 hashing, hash-chained audit events, Certificate of Completion.
  • Email & SMS one-time codes — bind each signer to their link before they can sign.
  • Auto signature page — push a PDF + client info over the REST API and we append a ready-to-sign page, then email/SMS the client.
  • Folders, templates & bulk send — organize envelopes, reuse field layouts, and send one document to many signers.
ESIGN / UETA PAdES seal Audit trail SMS OTP REST API Bulk send Templates
services-agreement.pdf · signed
Jane Doe
2026-06-11
Date signed
🔒 PAdES seal · intact & verified
POST · /api/esign/v1/envelopes · auto signature page · email + SMS
Agent Builder + Flow API

Build AI agents visually.
Run them as APIs.

Compose agents on a drag-and-drop canvas — LLM provider, system prompt, tools, memory, retrieval, agent-to-agent. Deploy with a slug. Call with one HTTP request, OpenAI-SDK compatible.

13+ chat providers OpenAI-compatible base URL SSE / JSONL streaming Always free
Featured product · Always free

Give your AI a lifetime memory.

Your AI loses context between sessions. We fix that. A Kanban board with native MCP integration — every task, decision, and file change is tracked automatically. Your LLM picks up exactly where it left off, across days and projects.

  • Native MCP integration — one bearer token, 19 tools. Works with Claude Code, Cursor, and Windsurf out of the box.
  • Auto-summary pipeline — epics and tickets condense themselves; the project README rewrites itself as work lands.
  • Epics & sub-tickets — every conversation, decision, and file change is captured for future sessions to read.
  • Always free — no quotas, no credit card, no time-limit beta. Just sign in.
Native MCP Auto Summary Lifetime Memory Epics & Sub-tickets Claude Code Cursor Windsurf
project memory · live
Backlog
TRUC-156Migrate auth to JWT
TRUC-152Add CSV import
In Process
TRUC-157Promote feature to homepage
TRUC-141Reasoning input on chat-*
Completed
TRUC-150Demo agents seed
TRUC-134Public flow API
MCP connected · add_comment · get_project_status · create_ticket
Agent Builder

Drag, connect, ship.

Compose agents from typed nodes on a Drawflow-powered canvas. Wire an LLM provider into a system-prompt node, attach tools and a vector store, branch with switch / if-else logic. Save the flow, give it a slug, and you have a callable endpoint.

OpenAI Anthropic Google Gemini Groq xAI Grok OpenRouter Mistral Together DeepSeek Cohere Fireworks Azure OpenAI Ollama
LLM Provider
Anthropic · Sonnet
System Prompt
Support Triage
Memory
Conversation
Tool
search_kb
Switch
intent
Retrieval
vector store
Agent → Agent
Escalate
Custom Python
post_process
Output
JSON shape
Automation

Wire your business logic into agents.

Once the flow has a slug, it runs over HTTP. Three patterns teams build in their first afternoon:

💬

Customer-support routing

Classify incoming tickets, route billing to a finance-RAG agent, route bugs to engineering, escalate the rest. One Switch node, three downstream agents.

📄

Content extraction

Send a PDF or webpage. The agent runs OCR, extracts entities into a typed JSON schema, and writes the result back to your database. Custom-Python node closes the loop.

🔎

Multi-step research

Decompose the query, fan out parallel retrieval against your vector store, summarize per-source, then merge into a single grounded answer. Agent-to-Agent edges orchestrate the rest.

API Docs

One endpoint per agent.

Each saved flow becomes a callable endpoint. Token-authenticated, typed input vars, configurable response shape (raw, OpenAI ChatCompletion, or your own JSON template).

  • OpenAI-compatible — drop-in for any OpenAI client by swapping base_url.
  • Streaming via Server-Sent Events or JSON Lines.
  • Bearer-token auth per organization.
  • Schema-validated input from your flow's Input nodes.
  • Per-agent dynamic docs when you sign in.
View API docs →
curl https://trucopilot.com/api/llm/{org_code}/flows/{slug}/run \
  -H "Authorization: Bearer YOUR_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{ "input": { "question": "How do I reset my password?" } }'
const r = await fetch(
  "https://trucopilot.com/api/llm/{org_code}/flows/{slug}/run",
  {
    method: "POST",
    headers: {
      "Authorization": `Bearer ${TOKEN}`,
      "Content-Type": "application/json",
    },
    body: JSON.stringify({ input: { question: "..." } }),
  }
);
const data = await r.json();
import requests

r = requests.post(
    "https://trucopilot.com/api/llm/{org_code}/flows/{slug}/run",
    headers={"Authorization": f"Bearer {TOKEN}"},
    json={"input": {"question": "..."}},
)
print(r.json())
from openai import OpenAI

client = OpenAI(
    base_url="https://trucopilot.com/api/llm/{org_code}/flows/{slug}",
    api_key=TOKEN,
)

resp = client.chat.completions.create(
    model="trucopilot-flow",
    messages=[{"role": "user", "content": "..."}],
)
print(resp.choices[0].message.content)

Replace {org_code} and {slug} with values from your dashboard.

More products

A focused suite, alongside the Agent Builder.

Tools we build because we hit the problem ourselves — image hosting, image generation, hallucination tracing, PHP caching, and the full management dashboard.

📷

Image Host

Quick, focused image hosting for vibe-coding workflows. Drop a screenshot, get a public URL, paste into any LLM chat. No accounts, no tracking.

Drag & drop Auto-optimize Public URLs
Open Image Host →
🎨

Image Generator MCP

Generate and edit images with Google Gemini directly from Claude Code, Cursor, or Windsurf. Text-to-image and image editing — assets save locally, no context-window crashes.

Open source Up to 4K NPX install
View on GitHub →
🔍

HalluTrace AI

Catch LLM hallucinations before they ship. Trace every claim back to its source document and score the citation confidence. Built for RAG-heavy enterprise stacks.

RAG Source-grounding Audit trail
Visit HalluTrace AI →

phpFastCache

The PHP caching library trusted by thousands of production systems. Drivers for Redis / Memcached / APCu / Files / SQLite under one PSR-6 / PSR-16 interface.

PSR-6 / 16 Multi-driver Open source
Visit phpFastCache →
🔍

ContextLLM

A public MCP for deep research & planning: ask for the latest tech, get cited answers and downloadable coding plans.

Public MCP Deep research Corpus directory
Explore ContextLLM →

E-Signature

Legal-grade online signing — place fields, route to signers, and ship a PAdES-sealed PDF with a full audit trail. Email/SMS codes, auto signature page, REST API.

ESIGN / UETA PAdES seal REST API
See E-Signature →
📋

AI Management Dashboard

The full management surface: agents, knowledge, calendar, members, check-in, CMS, facility booking, and the Vibe Tickets board — all in one place per organization.

Multi-tenant Google SSO Per-org scoping
Open Dashboard →
Always free

Start building today.

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