Biel.ai

Query your product docs from AI tools.

Connector by biel.aiOfficial · Domain verified by the MCP Registry

IndexedMITRemote (HTTP)Remote (SSE)★ 3

Chalk Labs

Need help deploying Biel.ai?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

Works with Claude Code, VS Code, Cursor, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install connector/biel-ai-biel-ai

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Remote endpoints

https://mcp.biel.ai/v2/{project_slug}/mcp Remote (HTTP)
https://mcp.biel.ai/sse?project_slug={project_slug}&domain={domain} Remote (SSE)

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

About

Query your product docs from AI tools. Source-cited answers from your indexed documentation.

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools: 3 read · 0 write · 0 deleteRead-only
Secrets: None asked for
Install scripts: Nothing to install (hosted)
Runs as: Hosted (remote endpoint)

Tools by what they do 3

Read from the source code; the running server may list different tools.

Read 3 · Look things up without changing anything.

biel_ai
biel_get_document
biel_search

Network hosts it talks to 1

mcp.biel.ai · found in remote endpoint, install command

Tools (3)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

biel_ai
Ask Biel.ai to generate an answer grounded in this project's indexed product documentation, APIs, SDKs and knowledge base. Supports conversational context within this connection. Use when the user explicitly requests a Biel.ai-generated response; otherwise ask the user first. For source retrieval and your own answer, use biel_search and biel_get_document. Do not fall back to biel_ai automatically on a retrieval error.
biel_get_document
Retrieve complete indexed document text using a document_id from biel_search. Reads indexed web pages, uploaded files, repository files and OpenAPI content without visiting the source site or generating an answer. Large documents return a next_cursor: repeat with that cursor and the same document_id and limit until next_cursor is absent. References belong to this connection's project and active index; search again if a document is unavailable.
biel_search
Search this project's indexed documentation using hybrid keyword and semantic retrieval. Use for product setup, API and SDK usage, configuration and troubleshooting. Searches web pages, uploaded files, repositories and OpenAPI sources without generating a Biel.ai answer. Start here for documentation questions; natural-language questions or concise search terms both work. Results include ranked text chunks, source references and document IDs. Use biel_get_document with relevant IDs when excerpts need more context, then write your own answer and cite the sources. No automatic fallback to biel_ai…

Signals

Stars: 3
Forks: 4
Open issues: 0
Last commit: Oct 22, 2026 (8 days ago)
Last release: Jul 5, 2026 (3 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name: ai.biel/biel-ai
Version: 2.0.0
Auth: Auth not stated
License: MIT
Repository: github.com/TechDocsStudio/biel-mcp
Website: biel.ai
First seen: Oct 24, 2026
Last checked: Oct 25, 2026
Source: Official MCP Registry github-graphql

Rank

of 44,833 in Connectors

Score

0.542

How ranking works →

Grades

Freshness

Active in the last 30 days. Last activity 8 days ago.

–

Security

Security scan: in progress. Grades from our dependency, secret, code and prompt-injection checks appear here once they launch. Until then, check the code before you install.

Indexed

Found automatically from a public source. Not yet claimed by its publisher.

How grades work →

Availability

– no uptime yet: it could not be checked

Last check: 5 days ago
Status: Not checked: needs your own URL, or blocks automated checks

Up
Up, auth required
Down
Not checked
No data

A daily MCP handshake with the remote endpoint. “Auth required” means it answered and wants a login or key. “Not checked” means the URL needs your own account or blocks automated checks.

Is this yours?

Claim it to add pricing, screenshots and docs, and to get a verified badge.

Claim listing Suggest a fix

Report a security problem

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped: 50+; launches shipped
media placements: 500+; media placements
founders on every account: 2; founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get Biel.ai running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Need help deploying Biel.ai?

Call Get help

Cite this page

Biel.ai MCP server. Agent Mart. https://agentmart.dev/connectors/biel-ai-biel-ai (last updated 2026-10-25)