Health and biology · MCP server
ENCODE Toolkit: MCP server, setup and security
ENCODE Toolkit is an open-source MCP server published on GitHub that lets an AI agent search, download, track and analyze functional genomics experiments from ENCODE. Its repository has 21 stars and its last commit is from September 27, 2026 and it is licensed under AGPL-3.0.
What ENCODE Toolkit does
According to its repository: “Search, download, track and analyze functional genomics experiments from the ENCODE Project.”
The Model Context Protocol (MCP) is a standard plug between an AI agent and an outside service: once the server is connected, its tools show up in the agent, which decides when to call them. ENCODE Toolkit is listed under Health and biology, a category of 37 servers in the directory, where it ranks #22 by stars.
Topics declared by the repository: ai-agents, ai-bio, bioinformatics, bioinformatics-tool, claude, claude-code.
Installing and connecting ENCODE Toolkit
Distribution modes declared in the official MCP registry:
- npm package (Node.js, usually started with
npx) - PyPI package (Python, started with
uvxorpip)
It works with any MCP-compatible client (Claude Desktop, Claude Code, Cursor, VS Code, Codex and most recent agents). You add one entry to the client's MCP configuration: server name, start command or URL, environment variables. Project language: Python. Listed systems: Linux.
Security: what to check
Connecting an MCP server means installing software that talks straight to your agent: it runs with your rights and the model trusts its tool descriptions. The risk therefore depends on what it can touch and how far its code can be trusted.
None of the risk signals we track (system access, secrets, missing licence, abandonment) applies to ENCODE Toolkit. That does not replace reading the code.
Good practice: grant only the rights needed (least privilege), require human approval for irreversible actions, and run the AI agent security check.
Project activity and maintenance
Created on March 8, 2026, the ammawla/encode-toolkit repository has 21 stars and 5 forks, with 0 open issues. It has more stars than 39% of the servers in the directory. It received changes this month. Version published in the registry: 0.3.0-beta.5 (March 9, 2026).
Stars measure attention, not quality: a recent, heavily promoted project can collect them fast, while a useful but niche server will have few.
Verdict
ENCODE Toolkit is a reasonable choice; check the points below before connecting it.
Strengths
- Active project: recent commit
- Listed in the official MCP registry
Alternatives
- Medplum2.8K ★
- Pyscn1.1K ★
- Biomcp662 ★
- FHIR MCP Server (wso2)136 ★
- HealthChain229 ★
- Google health MCP72 ★
Learn more
Frequently asked questions
How do I install ENCODE Toolkit?
ENCODE Toolkit is distributed as npm package (Node.js, usually started with npx) and PyPI package (Python, started with uvx or pip). Add it to your client's MCP configuration (Claude Desktop, Cursor, VS Code…) following the README of ammawla/encode-toolkit.
Is ENCODE Toolkit free?
The code is published under the AGPL-3.0 licence and can be used free of charge.
Is ENCODE Toolkit safe?
No risk signal found (system access, secrets, licence, abandonment). As with any MCP server, keep rights minimal and read the code before sensitive use.
Is it an official server?
Nothing says so: it is a project published by ammawla on GitHub. Check who maintains it before giving it access.
What are the alternatives to ENCODE Toolkit?
In the same category: Medplum, Pyscn, Biomcp, and FHIR MCP Server (wso2). Medplum and Pyscn score higher on our grid.
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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score