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  1. Home
  2. 💰 Finance & Fintech
  3. Ref Tools Ref Tools MCP
Ref Tools Ref Tools MCP logo
Health: ActiveRecent health check succeeded.Last checked 10/5/2026, 12:01:02 AM

Ref Tools Ref Tools MCP

User RatingsBe the first to rate and review this MCP server!
View Repository1.2k GitHub StarsTotal stargazers on GitHub for the source repository (1,177 stars).Visit Website
documentationdeveloper-toolsweb-searchmcp

Searches technical documentation and fetches relevant page content for AI coding agents through MCP.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to CursorAdd to VS Code
Not yet automatically verified

We haven't yet run this listing's install command through our automated sandbox check. This isn't a red flag — we're steadily working through the catalog.

Manual Client & Custom JSON ConfigExpand JSON â–¾

Client Config & Setup

Configure Environment Variables (API Keys, Tokens, Options):
Add required secrets below — values are included directly in the generated snippet so you can copy and paste with confidence.
Quick Add:
Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "ref-tools-ref-tools-mcp": {
      "command": "npx",
      "args": [
        "ref-tools-mcp@latest"
      ],
      "env": {
        "REF_API_KEY": "YOUR_VALUE_HERE"
      }
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Tool Schemas (2) Directory Badge Claim listing Alternatives💰 More in Finance & Fintech

Overview

The ref-tools-ref-tools-mcp MCP server gives AI coding agents token-efficient access to current documentation for APIs, services, libraries, web resources, and other technical materials. It searches for relevant documentation, then reads selected URLs as Markdown while using MCP session history to avoid repeated results and narrow page content to relevant sections. Use it when an agent needs implementation facts or code examples without loading entire documentation sites into context. It runs through a recommended streamable HTTP endpoint or a legacy local stdio package.

Use cases

•Search API documentation for endpoint details
•Read only the relevant section of a long reference page
•Find code examples across public technical documentation
•Refine documentation searches during an agent session

Key features

•Natural-language technical documentation search
•URL-to-Markdown page reading
•Session-aware result filtering
•Relevant-section extraction from long pages
•Support for web, GitHub, private resources, and PDFs

Capabilities & Tool Schemas (2) ~2 tokensApproximate context cost of this server’s tool schemas (~4 chars/token), before any tool is called. Actual usage depends on your client and model.Self-reported Self-reportedParsed from the repository README, not verified against a live server — may be incomplete or out of date.

Inspect callable tools, capabilities, and parameters exposed to AI agents by Ref Tools Ref Tools MCP.

query

Callable MCP tool function

url

Callable MCP tool function

How Ref Tools Ref Tools MCP works

What ref-tools-ref-tools-mcp does

The ref-tools-ref-tools-mcp MCP server connects an AI coding client to Ref’s documentation search and reading service. It is intended for questions about APIs, services, libraries, and other technical resources. Search can cover public web and GitHub documentation, as well as private resources such as repositories and PDFs.

The service is designed to return the context needed for a coding task rather than an entire documentation site. It can help an agent locate an endpoint, compare implementation options, find a code example, or identify the relevant section of a long reference page.

How it works

An agent starts with a natural-language documentation query. Ref returns relevant results and URLs, which the agent can then pass to the URL-reading tool. The reader converts the selected page to Markdown and uses the session’s prior search history to focus on the most relevant material.

Search history also affects repeated searches. Results already returned in the same session are not repeated, allowing an agent to refine its query while continuing to explore additional sources. When a page is large, Ref returns the most relevant portion, with the README describing a target of roughly 5,000 tokens rather than routinely placing 20,000 or more tokens of unrelated page content into context.

This session-aware workflow makes the ref-tools-ref-tools-mcp MCP server most suitable for coding agents that can search, inspect a result, and refine the question as they work.

Setup and configuration

The recommended deployment uses Ref’s streamable HTTP MCP endpoint:

config.json
{
  "Ref": {
    "type": "http",
    "url": "https://api.ref.tools/mcp?apiKey=YOUR_API_KEY"
  }
}

The repository also contains a legacy stdio server. It can be launched with npx ref-tools-mcp@latest and requires the REF_API_KEY environment variable:

config.json
{
  "Ref": {
    "command": "npx",
    "args": ["ref-tools-mcp@latest"],
    "env": { "REF_API_KEY": "YOUR_API_KEY" }
  }
}

An API key is obtained by signing up through Ref. For local development, the repository documents npm install, npm run build, npm run watch, and npm run inspect; the latter uses MCP Inspector for testing and monitoring.

Tools and capabilities

The server exposes two MCP operations:

  • query: searches technical documentation using a required natural-language query.
  • url: fetches a specified webpage and converts it to Markdown for reading.

The README also describes equivalent names for OpenAI deep research clients: the search operation maps to search, and URL reading maps to fetch.

Limitations and notes

The repository’s local package is the legacy stdio implementation; streamable HTTP is the recommended setup. The server depends on an API key, and the material does not specify pricing, rate limits, indexing coverage, or guaranteed freshness for individual sources. Search and page reading are separate operations, so an agent generally needs a result URL before it can request focused page content.

The ref-tools-ref-tools-mcp MCP server is focused on documentation retrieval. The provided material does not describe tools for executing API calls, editing repositories, or changing external systems.

Read the full README →View source on GitHub →

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

GitHub stars
1.2k
Stargazers on the source repository.
Last commit
7d ago
Most recent push to the default branch.
Tools exposed
2
Callable tools this server registers over MCP.
Directory activity
1 views
Config copies, upvotes, and views on AllMCPs.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Ref Tools Ref Tools MCP

ref-tools-ref-tools-mcp is an MCP server that connects AI coding agents to Ref’s technical documentation service. Its main tools search documentation with a natural-language query and fetch a URL as focused Markdown. It supports documentation for APIs, services, libraries, web pages, GitHub resources, private repositories, and PDFs.

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Technical Specs & Signals

Category💰Finance & Fintech
More technical detailsExpand â–¾
TransportSTDIO
RuntimeNode.js
LicenseMIT
ClientsClaude Desktop, Cursor, Cline / VS Code, Windsurf, Claude Code, VS Code (GitHub Copilot), Zed, OpenAI Codex CLI, Gemini CLI, JetBrains AI Assistant, Roo Code, Continue, LM Studio
Last updatedOct 6, 2026
14/14 checks healthy over the last 60d
Views1
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars1,177
GitHub Star CountTotal stargazers on GitHub representing community popularity (1,177 stars).
Last commit7d ago
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Oct 1, 2026
59Quality signal: Good · 59/100How this signal is calculated ▾
Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools24/30
Adoption & activity10/15
Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

Supply-chain signal

No high-severity advisories surfaced by our automated scan.

Critical 0High 0Medium 0Low 0

Scanned 7d ago via OSV.dev · ref-tools-mcp@latest (npm)

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