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# ============================================================================
# AI Registry — bootstrap file example
# ============================================================================
# Pass this file to the server with --bootstrap-file to load initial data.
# The server will upsert all entries on startup and then continue serving.
# Running it multiple times is safe — existing entries are skipped.
#
# Usage:
# /server --bootstrap-file /etc/ai-registry/bootstrap.yaml
#
# Or via docker-compose (mount the file and set the flag via command/entrypoint):
# command: ["/server", "--bootstrap-file", "/etc/ai-registry/bootstrap.yaml"]
#
# Supported formats: .yaml / .yml / .json
#
# This example also showcases the v0.2 fields:
# • featured — flag an entry for the home page carousel
# • verified — officially vetted badge
# • tags — free-form labels surfaced in listing filters
# • readme — long-form markdown rendered on the detail page
# • capabilities (MCP versions) — free-form MCP capabilities JSON
#
# Authorization: MCP servers and agents are scoped directly to
# their owning publisher. Roles (Viewer/Editor/Reviewer/Admin) are granted to
# users and groups — either via the admin API or seeded here in `groups` +
# `grants` (idempotent, source = config). The group slugs below match the
# group-membership claim the dev Keycloak realm emits, so a federated user
# resolves to these grants on login.
# ============================================================================
publishers:
- slug: "anthropic"
name: "Anthropic"
verified: true
- slug: "openai"
name: "OpenAI"
verified: true
- slug: "community"
name: "Community"
verified: false
- slug: "genai-test"
name: "GenAI Test"
verified: false
# ── Groups ───────────────────────────────────────────────────────
# Slugs MUST match the group names the IdP emits in the group-membership claim
# (the dev Keycloak realm puts author@example.com in anthropic-core +
# anthropic-labs, and reviewer@example.com in registry-reviewers). The
# registry-reviewers group + its global Reviewer grant are seeded automatically
# from AUTH_REVIEWER_GROUP, so they are not repeated here.
groups:
- slug: "anthropic-core"
name: "Anthropic Core"
- slug: "anthropic-labs"
name: "Anthropic Labs"
- slug: "openai-platform"
name: "OpenAI Platform"
# genai-test sandbox: separate author (Editor) and reviewer (Reviewer) groups
# on the genai-test publisher, so the change-approval flow can be exercised
# end-to-end. The dev Keycloak realm puts genai-author@example.com in
# genai-test-authors and genai-reviewer@example.com in genai-test-reviewers.
- slug: "genai-test-authors"
name: "GenAI Test Authors"
- slug: "genai-test-reviewers"
name: "GenAI Test Reviewers"
# ── Grants ───────────────────────────────────────────────────────
# Give the seeded groups roles on their publishers. author@example.com is in
# anthropic-core + anthropic-labs, so they become a publisher Admin on
# anthropic (Admin via core, Editor via labs).
grants:
- group: "anthropic-core"
role: "admin"
publisher: "anthropic"
- group: "anthropic-labs"
role: "editor"
publisher: "anthropic"
- group: "openai-platform"
role: "editor"
publisher: "openai"
# genai-author@example.com authors on genai-test; genai-reviewer@example.com
# approves. Separate groups keep the duties split (Reviewer is the sole approver).
- group: "genai-test-authors"
role: "editor"
publisher: "genai-test"
- group: "genai-test-reviewers"
role: "reviewer"
publisher: "genai-test"
# ── MCP Servers ───────────────────────────────────────────────────────────────
mcp_servers:
# anthropic/filesystem — npm, stdio, two versions (v1 published, v2 draft)
- publisher: "anthropic"
slug: "filesystem"
name: "Filesystem MCP Server"
description: "Gives Claude read/write access to the local file system."
repository_url: "https://github.com/anthropics/mcp-filesystem"
public: true
featured: true
verified: true
tags: ["filesystem", "storage", "official", "stdio"]
readme: |
# Filesystem MCP Server
Gives an MCP host (Claude Desktop, Cursor, etc.) **scoped** read/write
access to a directory on the local machine.
## Features
- Read, write and list files in an allow-listed root
- Glob-style search across the tree
- Atomic writes with backup
- Path traversal protection
## Quick start
```bash
npx -y @anthropic/mcp-filesystem /path/to/workspace
```
Then point your MCP host at the command above. The server is stdio-only
— there is no network surface to harden.
versions:
- version: "1.0.0"
status: "published"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: true
resources:
subscribe: true
listChanged: true
logging: {}
tools:
- name: "read_file"
description: "Read the contents of a file by absolute path."
input_schema:
type: "object"
properties:
path:
type: "string"
description: "Absolute path to the file"
required: ["path"]
- name: "write_file"
description: "Write text to a file, creating it if necessary."
input_schema:
type: "object"
properties:
path:
type: "string"
content:
type: "string"
required: ["path", "content"]
annotations:
destructive: true
- name: "list_directory"
description: "List the entries of a directory."
input_schema:
type: "object"
properties:
path:
type: "string"
required: ["path"]
packages:
- registry_type: "npm"
identifier: "@anthropic/mcp-filesystem"
version: "1.0.0"
transport:
type: "stdio"
- version: "2.0.0"
status: "draft"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: true
resources:
subscribe: true
listChanged: true
prompts:
listChanged: true
logging: {}
tools:
- name: "read_file"
description: "Read the contents of a file by absolute path."
- name: "write_file"
description: "Write text to a file, creating it if necessary."
annotations:
destructive: true
- name: "delete_file"
description: "Delete a file. Rejected for paths outside the workspace."
annotations:
destructive: true
- name: "list_directory"
description: "List the entries of a directory."
- name: "watch_path"
description: "Subscribe to changes under a given path."
packages:
- registry_type: "npm"
identifier: "@anthropic/mcp-filesystem"
version: "2.0.0"
transport:
type: "stdio"
# anthropic/computer-use — npm, SSE transport
- publisher: "anthropic"
slug: "computer-use"
name: "Computer Use MCP Server"
description: "Streams real-time desktop screenshots and control events over Server-Sent Events."
repository_url: "https://github.com/anthropics/mcp-computer-use"
public: true
featured: true
verified: true
tags: ["desktop", "automation", "sse", "remote"]
readme: |
# Computer Use MCP Server
Exposes the local desktop as an MCP resource. The host can ask the
server to take a screenshot, move the mouse, type text, or click — and
screen updates stream back over SSE in real time.
> **Warning**
> Computer Use gives an agent full control of the machine it runs on.
> Run it inside a sandbox or VM unless you trust every tool call.
## Auth
Per the MCP authorization spec this server is OAuth 2.1 with PKCE;
discover metadata at `/.well-known/oauth-protected-resource`.
versions:
- version: "1.2.0"
status: "published"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: true
resources:
subscribe: true
tools:
- name: "screenshot"
description: "Capture the current desktop as a PNG image."
- name: "mouse_click"
description: "Left-click at a screen coordinate."
input_schema:
type: "object"
properties:
x:
type: "integer"
y:
type: "integer"
required: ["x", "y"]
annotations:
destructive: true
- name: "type_text"
description: "Type a string as if from the keyboard."
annotations:
destructive: true
- name: "key"
description: "Press a named key (e.g. enter, tab, escape)."
packages:
- registry_type: "npm"
identifier: "@anthropic/mcp-computer-use"
version: "1.2.0"
transport:
type: "sse"
url: "https://mcp.anthropic.com/computer-use/sse"
# Hosted deployment of the same server — clients connect straight to
# the URL, no package install. A version may carry packages, remotes,
# or both; a remotes-only version is valid (hosted-only server).
remotes:
- type: "sse"
url: "https://mcp.anthropic.com/computer-use/sse"
# anthropic/memory — npm, HTTP transport, deprecated
- publisher: "anthropic"
slug: "memory"
name: "Memory MCP Server"
description: "Provides long-term memory storage for conversations. Deprecated: use anthropic/knowledge-base."
repository_url: "https://github.com/anthropics/mcp-memory"
public: true
verified: true
status: "deprecated"
tags: ["memory", "deprecated"]
readme: |
# Memory MCP Server (deprecated)
This server has been **replaced** by `anthropic/knowledge-base`, which
ships a richer semantic store and supports streaming updates.
Existing clients will keep working for the 1.x line, but no new
features will land here.
versions:
- version: "1.0.0"
status: "deprecated"
status_message: "Replaced by anthropic/knowledge-base"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: false
packages:
- registry_type: "npm"
identifier: "@anthropic/mcp-memory"
version: "1.0.0"
transport:
type: "http"
url: "https://mcp.anthropic.com/memory"
# anthropic/github — npm, stdio, two published versions
- publisher: "anthropic"
slug: "github"
name: "GitHub MCP Server"
description: "Interact with GitHub repositories, issues, and pull requests."
repository_url: "https://github.com/anthropics/mcp-github"
public: true
featured: true
verified: true
tags: ["github", "git", "devtools", "stdio"]
readme: |
# GitHub MCP Server
A thin wrapper around the GitHub REST + GraphQL APIs exposed as MCP
tools. Works with both personal access tokens and GitHub App
installations.
## Tools
| Tool | Description |
|------|-------------|
| `list_issues` | List issues in a repo |
| `create_pr` | Open a new pull request |
| `review_pr` | Post inline review comments |
| `merge_pr` | Merge a PR (respects branch protections) |
## Auth
Set `GITHUB_TOKEN` in the environment or supply an installation ID for
GitHub App auth.
versions:
- version: "0.5.0"
status: "published"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: true
packages:
- registry_type: "npm"
identifier: "@anthropic/mcp-github"
version: "0.5.0"
transport:
type: "stdio"
- version: "1.0.0"
status: "published"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: true
resources:
listChanged: true
prompts: {}
tools:
- name: "list_issues"
description: "List issues in a repository."
- name: "get_issue"
description: "Fetch a single issue with its comments."
- name: "create_pr"
description: "Open a new pull request."
annotations:
destructive: true
- name: "review_pr"
description: "Post inline review comments on a PR."
- name: "merge_pr"
description: "Merge a pull request (respects branch protections)."
annotations:
destructive: true
- name: "search_code"
description: "Search code across a repository using GitHub code search."
packages:
- registry_type: "npm"
identifier: "@anthropic/mcp-github"
version: "1.0.0"
transport:
type: "stdio"
# openai/web-search — npm, streamable-http
- publisher: "openai"
slug: "web-search"
name: "Web Search MCP Server"
description: "Provides real-time web search capabilities via a streaming HTTP transport."
repository_url: "https://github.com/openai/mcp-web-search"
public: true
featured: true
verified: true
tags: ["search", "web", "streamable-http", "remote"]
readme: |
# Web Search MCP Server
Streams search results as they come in using MCP's streamable-HTTP
transport. No polling, no artificial chunking — the host sees a new
result the moment the upstream index returns it.
## Example
```json
{
"tool": "search",
"args": { "query": "latest mcp spec changes", "limit": 10 }
}
```
versions:
- version: "2.1.0"
status: "published"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: true
logging: {}
tools:
- name: "search"
description: "Search the web and stream results as they come in."
input_schema:
type: "object"
properties:
query:
type: "string"
limit:
type: "integer"
default: 10
required: ["query"]
- name: "fetch_url"
description: "Fetch a URL and return its extracted text content."
packages:
- registry_type: "npm"
identifier: "@openai/mcp-web-search"
version: "2.1.0"
transport:
type: "streamable-http"
url: "https://mcp.openai.com/search"
# openai/image-gen — OCI container + HTTP transport
- publisher: "openai"
slug: "image-gen"
name: "Image Generation MCP Server"
description: "Generate images from text prompts via a containerised HTTP endpoint."
repository_url: "https://github.com/openai/mcp-image-gen"
public: true
verified: true
tags: ["image", "multimodal", "oci", "http"]
readme: |
# Image Generation MCP Server
Ships as an OCI image so you can run it anywhere a container runs —
locally with `docker run`, on Kubernetes, or as a serverless job.
```bash
docker run --rm -p 7060:7060 \
-e OPENAI_API_KEY=sk-... \
ghcr.io/openai/mcp-image-gen:1.0.0
```
Images are returned inline as base64-encoded PNG via the MCP
`generate_image` tool.
versions:
- version: "1.0.0"
status: "published"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: false
packages:
- registry_type: "oci"
identifier: "ghcr.io/openai/mcp-image-gen"
version: "1.0.0"
transport:
type: "http"
url: "https://mcp.openai.com/image-gen"
# openai/code-interpreter — streamable-http, draft (never published)
- publisher: "openai"
slug: "code-interpreter"
name: "Code Interpreter MCP Server"
description: "Execute Python code in a sandboxed environment and return results."
repository_url: "https://github.com/openai/mcp-code-interpreter"
public: true
tags: ["python", "sandbox", "experimental"]
readme: |
# Code Interpreter MCP Server (draft)
Runs arbitrary Python in a gVisor sandbox and streams stdout, stderr,
and any generated files back to the host.
This version is still **draft** — the tool signatures will change before
the 1.0 release.
versions:
- version: "0.3.0"
status: "draft"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: true
resources:
subscribe: true
packages:
- registry_type: "npm"
identifier: "@openai/mcp-code-interpreter"
version: "0.3.0"
transport:
type: "streamable-http"
url: "https://mcp.openai.com/code-interpreter"
# community/postgres — pypi, stdio
- publisher: "community"
slug: "postgres"
name: "PostgreSQL MCP Server"
description: "Community-maintained server for querying and managing PostgreSQL databases."
repository_url: "https://github.com/community/mcp-postgres"
public: true
tags: ["database", "postgres", "sql", "stdio"]
readme: |
# PostgreSQL MCP Server
Exposes a read-only (by default) PostgreSQL connection as MCP tools:
- `query` — run a SQL SELECT and return rows
- `describe_table` — list columns, types, indexes
- `explain` — return a query plan
Write tools (`insert`, `update`, `delete`) are gated behind the
`--allow-writes` flag.
versions:
- version: "0.3.1"
status: "published"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: true
tools:
- name: "query"
description: "Run a SQL SELECT and return rows."
input_schema:
type: "object"
properties:
sql:
type: "string"
required: ["sql"]
- name: "describe_table"
description: "List columns, types, and indexes for a table."
- name: "explain"
description: "Return a query plan for a given SQL statement."
packages:
- registry_type: "pypi"
identifier: "mcp-postgres"
version: "0.3.1"
transport:
type: "stdio"
# community/sqlite — pypi, stdio
- publisher: "community"
slug: "sqlite"
name: "SQLite MCP Server"
description: "Read and write SQLite databases using natural language."
repository_url: "https://github.com/community/mcp-sqlite"
public: true
tags: ["database", "sqlite", "sql", "stdio"]
readme: |
# SQLite MCP Server
Drop-in MCP server for working with local `.sqlite` / `.db` files.
Perfect for poking at application databases, exports, or small
datasets without spinning up a full Postgres instance.
versions:
- version: "1.2.0"
status: "published"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: true
resources: {}
packages:
- registry_type: "pypi"
identifier: "mcp-sqlite"
version: "1.2.0"
transport:
type: "stdio"
# community/kubernetes — OCI container, HTTP
- publisher: "community"
slug: "kubernetes"
name: "Kubernetes MCP Server"
description: "Manage Kubernetes clusters and workloads from your AI assistant."
repository_url: "https://github.com/community/mcp-kubernetes"
public: true
tags: ["kubernetes", "cloud", "oci", "http"]
readme: |
# Kubernetes MCP Server
Wraps `kubectl` + the Kubernetes API as MCP tools. Reads kubeconfig
from the environment and honours the current context — **be careful
which cluster you're pointing at.**
Ships as an OCI image that can run as a sidecar next to your MCP host.
versions:
- version: "0.5.0"
status: "published"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: true
resources:
subscribe: true
listChanged: true
logging: {}
tools:
- name: "get_pods"
description: "List pods in a namespace."
- name: "logs"
description: "Tail the logs of a pod/container."
- name: "apply"
description: "Apply a YAML manifest to the cluster."
annotations:
destructive: true
- name: "delete"
description: "Delete a resource by namespace, kind, and name."
annotations:
destructive: true
- name: "describe"
description: "Human-readable description of a resource."
packages:
- registry_type: "oci"
identifier: "ghcr.io/community/mcp-kubernetes"
version: "0.5.0"
transport:
type: "http"
url: "http://localhost:8080"
# community/dotnet-tools — nuget, stdio, private
- publisher: "community"
slug: "dotnet-tools"
name: ".NET Tools MCP Server"
description: "Wraps common .NET CLI tools (build, test, publish) as MCP primitives."
repository_url: "https://github.com/community/mcp-dotnet-tools"
public: false
tags: ["dotnet", "nuget", "devtools"]
readme: |
# .NET Tools MCP Server (internal)
Private to teams with a .NET-heavy stack. Exposes `dotnet build`,
`dotnet test`, and `dotnet publish` as MCP tools so an agent can drive
the full CI loop without shelling out.
versions:
- version: "1.0.0"
status: "published"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: true
packages:
- registry_type: "nuget"
identifier: "MCP.DotNetTools"
version: "1.0.0"
transport:
type: "stdio"
# community/mcp-bridge — mcpb registry type, stdio
- publisher: "community"
slug: "mcp-bridge"
name: "MCP Bridge Server"
description: "Bridges legacy tool APIs into the MCP ecosystem using the mcpb packaging format."
repository_url: "https://github.com/community/mcp-bridge"
public: true
tags: ["bridge", "mcpb", "interop"]
readme: |
# MCP Bridge
Adapter for legacy function-calling tool APIs — point it at an OpenAPI
spec or a Swagger file and it generates MCP tools on the fly. Ships as
an `mcpb` bundle (Model Context Protocol Bundle format).
versions:
- version: "0.9.0"
status: "published"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: true
packages:
- registry_type: "mcpb"
identifier: "mcp-bridge"
version: "0.9.0"
transport:
type: "stdio"
# community/multi-transport — multiple packages (npm + oci), two transports
- publisher: "community"
slug: "multi-transport"
name: "Multi-Transport MCP Server"
description: "Ships as both an npm package (stdio) and an OCI image (HTTP) — pick the deployment model you need."
repository_url: "https://github.com/community/mcp-multi-transport"
public: true
tags: ["multi-transport", "stdio", "http", "example"]
readme: |
# Multi-Transport MCP Server
A reference implementation showing how to ship the same logical server
as **two** packages: an `npm` bundle for local stdio use, and an `oci`
image for remote HTTP deployments. Clients pick whichever one suits
their host.
versions:
- version: "1.0.0"
status: "published"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: true
resources: {}
packages:
- registry_type: "npm"
identifier: "@community/multi-transport"
version: "1.0.0"
transport:
type: "stdio"
- registry_type: "oci"
identifier: "ghcr.io/community/mcp-multi-transport"
version: "1.0.0"
transport:
type: "http"
url: "http://localhost:3000"
# genai-test/echo — published + public, so it shows under the genai-test
# publisher in the read-only browse UI.
- publisher: "genai-test"
slug: "echo"
name: "Echo MCP Server"
description: "Minimal sandbox server that echoes its input back — seed entry for the genai-test publisher."
repository_url: "https://github.com/genai-test/mcp-echo"
public: true
tags: ["sandbox", "example", "stdio"]
readme: |
# Echo MCP Server
A throwaway server living under the **genai-test** publisher so the
sandbox publisher has something to browse. Exposes a single `echo` tool.
versions:
- version: "1.0.0"
status: "published"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: false
tools:
- name: "echo"
description: "Return the input string unchanged."
input_schema:
type: "object"
properties:
text:
type: "string"
required: ["text"]
packages:
- registry_type: "npm"
identifier: "@genai-test/mcp-echo"
version: "1.0.0"
transport:
type: "stdio"
# genai-test/scratch — draft, so genai-author can edit it and genai-reviewer
# can approve the first publish (exercises the change-approval flow).
- publisher: "genai-test"
slug: "scratch"
name: "Scratch MCP Server"
description: "Unpublished draft under genai-test — author edits it, reviewer approves the publish."
repository_url: "https://github.com/genai-test/mcp-scratch"
public: false
tags: ["sandbox", "draft"]
readme: |
# Scratch MCP Server (draft)
Sits in `draft` so a genai-test Editor can submit it and a genai-test
Reviewer can approve the first published version.
versions:
- version: "0.1.0"
status: "draft"
protocol_version: "2025-03-26"
capabilities:
tools:
listChanged: false
packages:
- registry_type: "npm"
identifier: "@genai-test/mcp-scratch"
version: "0.1.0"
transport:
type: "stdio"
# ── Agents ────────────────────────────────────────────────────────────────────
agents:
# anthropic/code-review — published, public
- publisher: "anthropic"
slug: "code-review"
name: "Code Review Agent"
description: "Automatically reviews pull requests and suggests improvements."
public: true
featured: true
verified: true
tags: ["code-review", "git", "devtools", "official"]
readme: |
# Code Review Agent
Reads a pull request diff and posts inline comments that flag bugs,
style issues, and missing tests.
## What it's good at
- Spotting copy/paste bugs
- Catching missing null / error checks
- Suggesting test cases for new branches
## What it's not
It is **not** a replacement for human review on anything security- or
architecture-sensitive. Use it as a first pass, not the final word.
versions:
- version: "1.0.0"
status: "published"
endpoint_url: "https://agents.anthropic.com/code-review"
default_input_modes: ["text/plain"]
default_output_modes: ["text/plain"]
skills:
- id: "review-pr"
name: "Review Pull Request"
description: "Analyse a PR diff and post inline comments"
tags: ["git", "code-quality"]
- id: "suggest-fix"
name: "Suggest Fix"
description: "Generate a code fix for a flagged issue"
tags: ["code-quality"]
authentication:
- scheme: "Bearer"
# anthropic/browser-agent — published, public, text + image I/O
- publisher: "anthropic"
slug: "browser-agent"
name: "Browser Automation Agent"
description: "Controls a real browser to fill forms, click buttons, and extract information from any website."
public: true
featured: true
verified: true
tags: ["browser", "automation", "multimodal", "official"]
readme: |
# Browser Automation Agent
A headful browser agent. Give it a goal in plain English ("book me a
table for two at 8pm") and it will navigate, click, type and screenshot
its way to the result.
## I/O modes
- **Input:** `text/plain`, `application/json`
- **Output:** `text/plain`, `image/png` (screenshots)
Screenshots are returned alongside text so your host can show the user
what the agent actually did.
versions:
- version: "1.2.0"
status: "published"
endpoint_url: "https://agents.anthropic.com/browser"
default_input_modes: ["text/plain", "application/json"]
default_output_modes: ["text/plain", "image/png"]
skills:
- id: "navigate"
name: "Navigate"
description: "Open a URL in the browser"
tags: ["browser", "automation"]
- id: "click"
name: "Click Element"
description: "Click on a CSS selector"
tags: ["browser", "automation"]
- id: "screenshot"
name: "Screenshot"
description: "Capture the current viewport as a PNG"
tags: ["browser", "visual"]
- id: "extract"
name: "Extract Data"
description: "Pull structured data from a page using a schema"
tags: ["browser", "data"]
authentication:
- scheme: "Bearer"
# openai/data-analyst — published, public
- publisher: "openai"
slug: "data-analyst"
name: "Data Analyst Agent"
description: "Analyses structured datasets and produces charts and summaries."
public: true
featured: true
verified: true
tags: ["data", "analytics", "charts", "csv"]
readme: |
# Data Analyst Agent
Accepts CSV, JSON, or plain-text datasets and returns a written
analysis alongside any charts it decided to draw.
## Typical flow
1. Host uploads a CSV via `text/csv` input
2. Agent runs exploratory stats and picks an appropriate chart
3. Agent replies with a written summary (`text/plain`), the generated
chart (`image/png`), and the raw numbers (`application/json`)
versions:
- version: "0.9.0"
status: "published"
endpoint_url: "https://agents.openai.com/data-analyst"
default_input_modes: ["text/plain", "application/json", "text/csv"]
default_output_modes: ["text/plain", "image/png", "application/json"]
skills:
- id: "analyse-csv"
name: "Analyse CSV"
description: "Parse and summarise a CSV file"
tags: ["data", "csv"]
- id: "plot-chart"
name: "Plot Chart"
description: "Generate a chart from tabular data"
tags: ["data", "visualisation"]
- id: "sql-query"
name: "SQL Query"
description: "Run a SQL query against an uploaded file"
tags: ["data", "sql"]
authentication:
- scheme: "ApiKey"
# openai/research-agent — deprecated
- publisher: "openai"
slug: "research-agent"
name: "Research Agent"
description: "Searches the web and academic databases to answer deep research questions."
public: true
verified: true
status: "deprecated"
tags: ["research", "search", "deprecated"]
readme: |
# Research Agent (deprecated)
Replaced by the newer `openai/deep-research` agent, which uses a
long-horizon planner and can run for minutes without losing track of
its sub-goals.
The 0.5.x line will continue to respond but receives no new features.
versions:
- version: "0.5.0"
status: "published"
endpoint_url: "https://agents.openai.com/research"
default_input_modes: ["text/plain"]
default_output_modes: ["text/plain"]
skills:
- id: "web-search"
name: "Web Search"
description: "Search the public web"
tags: ["search", "research"]
- id: "paper-search"
name: "Paper Search"
description: "Query arXiv and Semantic Scholar"
tags: ["research", "academic"]
authentication:
- scheme: "Bearer"
# community/docs-writer — published, public
- publisher: "community"
slug: "docs-writer"
name: "Documentation Writer"
description: "Generates and maintains API documentation from source code."
public: true
tags: ["docs", "openapi", "devtools"]
readme: |
# Documentation Writer
Reads a codebase and emits Markdown / OpenAPI documentation for public
interfaces. Plug it into CI to keep your docs in sync with the code on
every merge.
versions:
- version: "0.2.0"
status: "published"
endpoint_url: "https://community.example.com/agents/docs-writer"
default_input_modes: ["text/plain"]
default_output_modes: ["text/plain"]
skills:
- id: "generate-docs"
name: "Generate Docs"
description: "Extract and write API documentation from code"
tags: ["docs", "openapi"]
authentication:
- scheme: "Bearer"
# community/devops-agent — draft (never published)
- publisher: "community"
slug: "devops-agent"
name: "DevOps Agent"
description: "Provisions cloud infrastructure, manages CI/CD pipelines, and monitors deployments."
public: true
tags: ["devops", "cloud", "ci-cd", "experimental"]
readme: |