Rotifer MCP Server

Search, compare, and install self-evolving AI Agent Genes ranked by Arena fitness

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 Cursor Add 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 ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "mcp-server-157": {
      "command": "npx",
      "args": [
        "-y",
        "@rotifer/mcp-server"
      ]
    }
  }
}

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

Capabilities & Tool Schemas (31)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by Rotifer MCP Server.

search_genes

Search the Gene ecosystem by name, domain, or description

get_gene_detail

Get detailed info about a Gene (phenotype, fitness, metadata)

get_arena_rankings

Arena rankings for a domain, sorted by F(g) fitness

compare_genes

Side-by-side fitness comparison of 2–5 Genes

get_gene_stats

Download statistics (total, 7d, 30d, 90d)

get_leaderboard

Creator reputation leaderboard

Documentation Overview

@rotifer/mcp-server

Build, compose, and run AI agents — directly from your IDE.

Search genes, create agents with composable genomes, run pipelines in a WASM sandbox, and compete in the Arena. Zero config. Works with Cursor, Claude Desktop, Windsurf, and any MCP-compatible client.

Quick Start

Cursor

Add to .cursor/mcp.json:

config.json

{
  "mcpServers": {
    "rotifer": {
      "command": "npx",
      "args": ["@rotifer/mcp-server"]
    }
  }
}

Claude Desktop

Add to claude_desktop_config.json:

config.json

{
  "mcpServers": {
    "rotifer": {
      "command": "npx",
      "args": ["@rotifer/mcp-server"]
    }
  }
}

Windsurf / Other MCP Clients

Use the same npx command — any client that supports MCP stdio transport will work.

What Can It Do?

Create and run an agent in one conversation

Code

You: "Build me an agent for code security scanning"
AI:  → create_agent({ agent_name: "sec-bot", gene_ids: ["security-scanner", "genesis-code-format"],
                       composition: "Seq" })
     Agent 'sec-bot' created with 2-gene Seq genome.

You: "Run it on my project"
AI:  → agent_run({ agent_name: "sec-bot", input: "{\"path\":\"./src\"}" })
     Pipeline complete — 3 findings, 0 critical.

Search, compare, and compose genes

Code

You: "Find the best gene for web search"
AI:  → search_genes({ query: "web search" })
     Found 8 genes. Top match: genesis-web-search (F(g) = 0.87, Native)

You: "Compare it against the lite version"
AI:  → compare_genes({ gene_ids: ["...", "..."] })
     Side-by-side: success rate, latency, fitness breakdown

Full gene lifecycle from your IDE

Code

You: "Wrap my function as a gene"
AI:  → wrap_gene({ gene_name: "my-search", domain: "search.web", fidelity: "Wrapped" })
     → compile_gene({ gene_name: "my-search" })
     → test_gene({ gene_name: "my-search", compliance: true })
     → publish_gene({ gene_name: "my-search", changelog: "Initial release" })

Tools (31)

Discovery & Analytics

Tool	Description	Key Parameters
`search_genes`	Search the Gene ecosystem by name, domain, or description	`query`, `domain`, `fidelity`, `sort` (`relevance`/`newest`/`popular`/`fitness`), `page`, `per_page`
`get_gene_detail`	Get detailed info about a Gene (phenotype, fitness, metadata)	`gene_id`, `content_hash` (either identifies the gene)
`get_arena_rankings`	Arena rankings for a domain, sorted by F(g) fitness	`domain`, `page`, `per_page`
`compare_genes`	Side-by-side fitness comparison of 2–5 Genes	`gene_ids` (array)
`get_gene_stats`	Download statistics (total, 7d, 30d, 90d)	`gene_id`
`get_leaderboard`	Creator reputation leaderboard	`limit`
`get_developer_profile`	Creator public profile and reputation	`username`
`get_gene_reputation`	Detailed reputation breakdown (Arena, Usage, Stability)	`gene_id`
`list_gene_versions`	Version history chain with changelogs	`owner`, `gene_name`
`suggest_domain`	Suggest matching domains from the registry	`description`

Local Workspace

Tool	Description	Key Parameters
`list_local_genes`	Scan local workspace for installed Genes	`project_root`, `domain`, `fidelity`
`list_local_agents`	List Agents in the local workspace	`project_root`, `state`

Gene Lifecycle

Tool	Description	Key Parameters
`init_gene`	Initialize a new Gene project with starter files	`gene_name`, `fidelity`, `domain`, `no_genesis`
`scan_genes`	Scan for candidate functions or SKILL.md files	`path`, `skills`, `skills_path`
`wrap_gene`	Wrap a function/skill as a Gene	`gene_name`, `domain`, `fidelity`, `from_skill`, `from_clawhub`
`test_gene`	Test a Gene (schema validation + sandbox)	`gene_name`, `verbose`, `compliance`
`compile_gene`	Compile a Gene to WASM IR	`gene_name`, `check`, `wasm_path`, `lang`
`doctor`	Check the local TypeScript→WASM toolchain (esbuild / javy) and report what is missing — read-only; use when `compile_gene` fails	`project_root`
`run_gene`	Execute a local Gene	`gene_name`, `input`, `verbose`, `no_sandbox`, `trust_unsigned`
`publish_gene`	Publish to Rotifer Cloud	`gene_name`, `all`, `description`, `changelog`, `skip_arena`, `skip_security`
`install_gene`	Install a Gene from Cloud Registry. `force` snapshots the copy it replaces	`gene_id`, `project_root`, `force`
`rollback_gene`	Undo the last overwrite of a local Gene; call with no name to list what can be undone	`gene_name`, `project_root`
`vg_scan`	V(g) security scan — static analysis for Gene/Skill code safety	`path`, `gene_id`, `all`, `project_root`
`arena_submit`	Measure a local Gene in the sandbox and submit the measurement to the Arena. Scores are produced by running the Gene, never supplied by the caller	`gene_name`, `project_root`

Agent Composition

Tool	Description	Key Parameters
`create_agent`	Create an Agent composing multiple Genes	`agent_name`, `gene_ids`, `composition` (`Seq`/`Par`/`Cond`/`Try`/`TryPool`), `domain`, `top`, `strategy`, `par_merge`
`agent_run`	Run a local Agent by name	`agent_name`, `input`, `verbose`, `no_sandbox`

Authentication & Analytics

Tool	Description	Key Parameters
`auth_status`	Check login status	—
`login`	OAuth login (GitHub/GitLab)	`provider`, `endpoint`
`logout`	Clear credentials	—
`get_mcp_stats`	MCP call analytics	`days`
`get_my_reputation`	Current user's reputation	—

Resources (7)

MCP Resources let AI clients reference Rotifer data as context:

URI Template	Description
`rotifer://genes/{gene_id}/stats`	Gene download statistics
`rotifer://genes/{gene_id}`	Gene detail + phenotype
`rotifer://developers/{username}`	Creator profile + reputation
`rotifer://leaderboard`	Top creators by reputation score
`rotifer://local/genes`	Local Gene inventory
`rotifer://local/agents`	Local Agent registry
`rotifer://version`	MCP Server version and update availability

Each resource returns what the tool of the same job returns, so a declared tool set covers both: with --tools=evolve, rotifer://genes/{gene_id}/stats, rotifer://developers/{username} and rotifer://leaderboard disappear from the listing and are refused if read directly, because get_gene_stats, get_developer_profile and get_leaderboard were not asked for. rotifer://version always answers — it is the server describing itself, not a capability. Before 0.16.0 these were reachable whatever the tool set said.

Prompts (4)

MCP Prompts give AI clients guided workflows for common tasks:

Prompt	Description	Key Arguments
`rotifer-hello`	Interactive agent creation — pick a template and run immediately	`template`, `input`
`rotifer-guide`	Understand Rotifer Protocol — genes, agents, Arena, fidelity model	—
`rotifer-architect`	Design an Agent — task-driven gene search + composition planning	`task`
`rotifer-challenge`	Arena evaluation — submit a gene, compare with competitors	`gene`

Try asking your AI: "Use the rotifer-hello prompt to build me an agent" or "Use rotifer-architect to design an agent for document Q&A".

Architecture

Code

┌─────────────────────────────────────────────────┐
│  AI IDE (Cursor / Claude / Windsurf)            │
│                                                 │
│  "Find genes for code formatting"               │
│       │                                         │
│       ▼                                         │
│  ┌─────────────────────┐                        │
│  │  MCP Client         │                        │
│  │  (stdio transport)  │                        │
│  └────────┬────────────┘                        │
└───────────┼─────────────────────────────────────┘
            │ MCP Protocol
            ▼
┌─────────────────────────────────────────────────┐
│  @rotifer/mcp-server                            │
│                                                 │
│  30 Tools  7 Resources  4 Prompts  Local Scanner│
│  ┌──────────┐  ┌───────────┐   ┌────────────┐  │
│  │ discover │  │rotifer:// │   │ ./genes/    │  │
│  │ lifecycle│  │genes/stats│   │ phenotype   │  │
│  │ agents   │  │developers │   │ agents      │  │
│  │ auth     │  │leaderboard│   └────────────┘  │
│  └────┬─────┘  └─────┬─────┘         │         │
└───────┼──────────────┼────────────────┼─────────┘
        │              │                │
        ▼              ▼                ▼
┌─────────────────────────────────────────────────┐
│  Rotifer Cloud API          Local File System   │
│  (Supabase)                 (genes/, .rotifer/) │
└─────────────────────────────────────────────────┘

Configuration

Zero-config by default — connects to the public Rotifer Cloud API.

To use a custom endpoint, create ~/.rotifer/cloud.json:

config.json

{
  "endpoint": "https://your-supabase-instance.supabase.co",
  "anonKey": "your-anon-key"
}

Or set environment variables:

bash

ROTIFER_CLOUD_ENDPOINT=https://your-instance.supabase.co
ROTIFER_CLOUD_ANON_KEY=your-anon-key

Choosing which tools to expose

Read the full README →View source on GitHub →

Related MCP Servers

View all in Developer Tools View all alternatives

Adoption & maintenance

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

GitHub stars

Stargazers on the source repository.

Last commit

Today

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

Reviews

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

Frequently Asked Questions about Rotifer MCP Server

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "rotifer-mcp-server": { "command": "npx", "args": ["-y", "rotifer-protocol/rotifer-mcp-server"] } }

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Technical Specs & Signals

CategoryDeveloper Tools

52Quality signal: Good · 52/100How 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 & tools25/30

Adoption & activity4/15

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.

★ Featured

Moxie Docs MCP

MCP & Agent Skills for Automated Documentation, and codebase conventions + context

Explore Server →

Own this project?

This directory is pre-filled from public sources. Claim via GitHub README, site badge, or DNS TXT to unlock edit access and the Official badge and attach your website — proof is checked automatically, then reviewed by our team.

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More in 💻 Developer Tools →Best MCP servers for Developers →Alternatives to Rotifer MCP Server →Install in Claude Desktop Install in Cursor Install in VS Code

Rotifer MCP Server

Search, compare, and install self-evolving AI Agent Genes ranked by Arena fitness

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 Cursor Add 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 ▾

Client Config & Setup

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "mcp-server-157": {
      "command": "npx",
      "args": [
        "-y",
        "@rotifer/mcp-server"
      ]
    }
  }
}

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

Capabilities & Tool Schemas (31)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by Rotifer MCP Server.

search_genes

Search the Gene ecosystem by name, domain, or description

get_gene_detail

Get detailed info about a Gene (phenotype, fitness, metadata)

get_arena_rankings

Arena rankings for a domain, sorted by F(g) fitness

compare_genes

Side-by-side fitness comparison of 2–5 Genes

get_gene_stats

Download statistics (total, 7d, 30d, 90d)

get_leaderboard

Creator reputation leaderboard

Documentation Overview

@rotifer/mcp-server

Build, compose, and run AI agents — directly from your IDE.

Quick Start

Cursor

Add to .cursor/mcp.json:

config.json

{
  "mcpServers": {
    "rotifer": {
      "command": "npx",
      "args": ["@rotifer/mcp-server"]
    }
  }
}

Claude Desktop

Add to claude_desktop_config.json:

config.json

{
  "mcpServers": {
    "rotifer": {
      "command": "npx",
      "args": ["@rotifer/mcp-server"]
    }
  }
}

Windsurf / Other MCP Clients

Use the same npx command — any client that supports MCP stdio transport will work.

What Can It Do?

Create and run an agent in one conversation

Code

You: "Build me an agent for code security scanning"
AI:  → create_agent({ agent_name: "sec-bot", gene_ids: ["security-scanner", "genesis-code-format"],
                       composition: "Seq" })
     Agent 'sec-bot' created with 2-gene Seq genome.

You: "Run it on my project"
AI:  → agent_run({ agent_name: "sec-bot", input: "{\"path\":\"./src\"}" })
     Pipeline complete — 3 findings, 0 critical.

Search, compare, and compose genes

Code

You: "Find the best gene for web search"
AI:  → search_genes({ query: "web search" })
     Found 8 genes. Top match: genesis-web-search (F(g) = 0.87, Native)

You: "Compare it against the lite version"
AI:  → compare_genes({ gene_ids: ["...", "..."] })
     Side-by-side: success rate, latency, fitness breakdown

Full gene lifecycle from your IDE

Code

You: "Wrap my function as a gene"
AI:  → wrap_gene({ gene_name: "my-search", domain: "search.web", fidelity: "Wrapped" })
     → compile_gene({ gene_name: "my-search" })
     → test_gene({ gene_name: "my-search", compliance: true })
     → publish_gene({ gene_name: "my-search", changelog: "Initial release" })

Tools (31)

Discovery & Analytics

Tool	Description	Key Parameters
`search_genes`	Search the Gene ecosystem by name, domain, or description	`query`, `domain`, `fidelity`, `sort` (`relevance`/`newest`/`popular`/`fitness`), `page`, `per_page`
`get_gene_detail`	Get detailed info about a Gene (phenotype, fitness, metadata)	`gene_id`, `content_hash` (either identifies the gene)
`get_arena_rankings`	Arena rankings for a domain, sorted by F(g) fitness	`domain`, `page`, `per_page`
`compare_genes`	Side-by-side fitness comparison of 2–5 Genes	`gene_ids` (array)
`get_gene_stats`	Download statistics (total, 7d, 30d, 90d)	`gene_id`
`get_leaderboard`	Creator reputation leaderboard	`limit`
`get_developer_profile`	Creator public profile and reputation	`username`
`get_gene_reputation`	Detailed reputation breakdown (Arena, Usage, Stability)	`gene_id`
`list_gene_versions`	Version history chain with changelogs	`owner`, `gene_name`
`suggest_domain`	Suggest matching domains from the registry	`description`

Local Workspace

Tool	Description	Key Parameters
`list_local_genes`	Scan local workspace for installed Genes	`project_root`, `domain`, `fidelity`
`list_local_agents`	List Agents in the local workspace	`project_root`, `state`

Gene Lifecycle

Tool	Description	Key Parameters
`init_gene`	Initialize a new Gene project with starter files	`gene_name`, `fidelity`, `domain`, `no_genesis`
`scan_genes`	Scan for candidate functions or SKILL.md files	`path`, `skills`, `skills_path`
`wrap_gene`	Wrap a function/skill as a Gene	`gene_name`, `domain`, `fidelity`, `from_skill`, `from_clawhub`
`test_gene`	Test a Gene (schema validation + sandbox)	`gene_name`, `verbose`, `compliance`
`compile_gene`	Compile a Gene to WASM IR	`gene_name`, `check`, `wasm_path`, `lang`
`doctor`	Check the local TypeScript→WASM toolchain (esbuild / javy) and report what is missing — read-only; use when `compile_gene` fails	`project_root`
`run_gene`	Execute a local Gene	`gene_name`, `input`, `verbose`, `no_sandbox`, `trust_unsigned`
`publish_gene`	Publish to Rotifer Cloud	`gene_name`, `all`, `description`, `changelog`, `skip_arena`, `skip_security`
`install_gene`	Install a Gene from Cloud Registry. `force` snapshots the copy it replaces	`gene_id`, `project_root`, `force`
`rollback_gene`	Undo the last overwrite of a local Gene; call with no name to list what can be undone	`gene_name`, `project_root`
`vg_scan`	V(g) security scan — static analysis for Gene/Skill code safety	`path`, `gene_id`, `all`, `project_root`
`arena_submit`	Measure a local Gene in the sandbox and submit the measurement to the Arena. Scores are produced by running the Gene, never supplied by the caller	`gene_name`, `project_root`

Agent Composition

Tool	Description	Key Parameters
`create_agent`	Create an Agent composing multiple Genes	`agent_name`, `gene_ids`, `composition` (`Seq`/`Par`/`Cond`/`Try`/`TryPool`), `domain`, `top`, `strategy`, `par_merge`
`agent_run`	Run a local Agent by name	`agent_name`, `input`, `verbose`, `no_sandbox`

Authentication & Analytics

Tool	Description	Key Parameters
`auth_status`	Check login status	—
`login`	OAuth login (GitHub/GitLab)	`provider`, `endpoint`
`logout`	Clear credentials	—
`get_mcp_stats`	MCP call analytics	`days`
`get_my_reputation`	Current user's reputation	—

Resources (7)

MCP Resources let AI clients reference Rotifer data as context:

URI Template	Description
`rotifer://genes/{gene_id}/stats`	Gene download statistics
`rotifer://genes/{gene_id}`	Gene detail + phenotype
`rotifer://developers/{username}`	Creator profile + reputation
`rotifer://leaderboard`	Top creators by reputation score
`rotifer://local/genes`	Local Gene inventory
`rotifer://local/agents`	Local Agent registry
`rotifer://version`	MCP Server version and update availability

Prompts (4)

MCP Prompts give AI clients guided workflows for common tasks:

Prompt	Description	Key Arguments
`rotifer-hello`	Interactive agent creation — pick a template and run immediately	`template`, `input`
`rotifer-guide`	Understand Rotifer Protocol — genes, agents, Arena, fidelity model	—
`rotifer-architect`	Design an Agent — task-driven gene search + composition planning	`task`
`rotifer-challenge`	Arena evaluation — submit a gene, compare with competitors	`gene`

Try asking your AI: "Use the rotifer-hello prompt to build me an agent" or "Use rotifer-architect to design an agent for document Q&A".

Architecture

Code

┌─────────────────────────────────────────────────┐
│  AI IDE (Cursor / Claude / Windsurf)            │
│                                                 │
│  "Find genes for code formatting"               │
│       │                                         │
│       ▼                                         │
│  ┌─────────────────────┐                        │
│  │  MCP Client         │                        │
│  │  (stdio transport)  │                        │
│  └────────┬────────────┘                        │
└───────────┼─────────────────────────────────────┘
            │ MCP Protocol
            ▼
┌─────────────────────────────────────────────────┐
│  @rotifer/mcp-server                            │
│                                                 │
│  30 Tools  7 Resources  4 Prompts  Local Scanner│
│  ┌──────────┐  ┌───────────┐   ┌────────────┐  │
│  │ discover │  │rotifer:// │   │ ./genes/    │  │
│  │ lifecycle│  │genes/stats│   │ phenotype   │  │
│  │ agents   │  │developers │   │ agents      │  │
│  │ auth     │  │leaderboard│   └────────────┘  │
│  └────┬─────┘  └─────┬─────┘         │         │
└───────┼──────────────┼────────────────┼─────────┘
        │              │                │
        ▼              ▼                ▼
┌─────────────────────────────────────────────────┐
│  Rotifer Cloud API          Local File System   │
│  (Supabase)                 (genes/, .rotifer/) │
└─────────────────────────────────────────────────┘

Configuration

Zero-config by default — connects to the public Rotifer Cloud API.

To use a custom endpoint, create ~/.rotifer/cloud.json:

config.json

{
  "endpoint": "https://your-supabase-instance.supabase.co",
  "anonKey": "your-anon-key"
}

Or set environment variables:

bash

ROTIFER_CLOUD_ENDPOINT=https://your-instance.supabase.co
ROTIFER_CLOUD_ANON_KEY=your-anon-key

Choosing which tools to expose

Read the full README →View source on GitHub →

Related MCP Servers

View all in Developer Tools View all alternatives

Adoption & maintenance

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

GitHub stars

Stargazers on the source repository.

Last commit

Today

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

Reviews

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

Frequently Asked Questions about Rotifer MCP Server

Add the following block to your claude_desktop_config.json under mcpServers: "mcpServers": { "rotifer-mcp-server": { "command": "npx", "args": ["-y", "rotifer-protocol/rotifer-mcp-server"] } }

AllMCPs Directory Badge

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Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:

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HTML Embed

<a href="https://allmcps.com/mcp/mcp-server-157"><img src="https://allmcps.com/api/badge/mcp-server-157?style=directory" alt="Rotifer MCP Server on AllMCPs" /></a>

Technical Specs & Signals

CategoryDeveloper Tools

52Quality signal: Good · 52/100How 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 & tools25/30

Adoption & activity4/15

Community engagement0/10

★ Featured

Moxie Docs MCP

MCP & Agent Skills for Automated Documentation, and codebase conventions + context

Explore Server →

Own this project?

Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

Share & Embed

Add our SVG badge (dark/light directory styles) or embeddable widget to your site.

Explore more

More in 💻 Developer Tools →Best MCP servers for Developers →Alternatives to Rotifer MCP Server →Install in Claude Desktop Install in Cursor Install in VS Code