Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
MCP server for driving a local camofox-browser instance. <p align="center"> <img src="./logo.png" alt="camofox-browser-mcp" width="200"> </p> <h1 align="center">camofox-browser-mcp</h1> <p align="center"> MCP server for controlling a local camofox-browser instance. </p> <p align="center"> <img src="https://img.shields.io/badge/license-MIT-green" alt="license"> <img src="https://img.shields.io/badge/language-typescript-blue" alt="language"> <a href="https://www.npmjs.com/pa Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
camofox-browser-mcp is best for browser-automation, bun, camofox workflows where MCP compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB MCP, runtime-metrics, public facts pack
MCP server for driving a local camofox-browser instance. <p align="center"> <img src="./logo.png" alt="camofox-browser-mcp" width="200"> </p> <h1 align="center">camofox-browser-mcp</h1> <p align="center"> MCP server for controlling a local camofox-browser instance. </p> <p align="center"> <img src="https://img.shields.io/badge/license-MIT-green" alt="license"> <img src="https://img.shields.io/badge/language-typescript-blue" alt="language"> <a href="https://www.npmjs.com/pa
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 25, 2026
Vendor
Microck
Artifacts
0
Benchmarks
0
Last release
0.1.3
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Setup snapshot
git clone https://github.com/Microck/camofox-browser-mcp.gitSetup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Microck
Protocol compatibility
MCP
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
5
Snippets
0
Languages
typescript
text
Install and configure camofox-browser-mcp by following the instructions here: https://raw.githubusercontent.com/Microck/camofox-browser-mcp/refs/heads/main/INSTALL.md
bash
npm install -g camofox-browser-mcp
bash
git clone https://github.com/Microck/camofox-browser-mcp.git cd camofox-browser-mcp bun install bun run typecheck bun run build
bash
npm install -g camofox-browser-mcp # optional smoke-run (most users just configure their MCP client) camofox-browser-mcp
json
{
"mcpServers": {
"camofox-browser-mcp": {
"command": "bun",
"args": ["/absolute/path/to/camofox-browser-mcp/dist/index.js"],
"env": {
"MCP_TRANSPORT_TYPE": "stdio",
"MCP_LOG_LEVEL": "info",
"CAMOFOX_BASE_URL": "http://127.0.0.1:9377",
"CAMOFOX_DEFAULT_USER_ID": "default-user",
"CAMOFOX_DEFAULT_SESSION_KEY": "default-session",
"CAMOFOX_API_KEY": "",
"CAMOFOX_ADMIN_KEY": ""
}
}
}
}Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
MCP server for driving a local camofox-browser instance. <p align="center"> <img src="./logo.png" alt="camofox-browser-mcp" width="200"> </p> <h1 align="center">camofox-browser-mcp</h1> <p align="center"> MCP server for controlling a local camofox-browser instance. </p> <p align="center"> <img src="https://img.shields.io/badge/license-MIT-green" alt="license"> <img src="https://img.shields.io/badge/language-typescript-blue" alt="language"> <a href="https://www.npmjs.com/pa
paste this into your llm agent session:
Install and configure camofox-browser-mcp by following the instructions here:
https://raw.githubusercontent.com/Microck/camofox-browser-mcp/refs/heads/main/INSTALL.md
npm (recommended)
npm install -g camofox-browser-mcp
MCP server for controlling a local jo-inc/camofox-browser instance.
This server exposes the full practical camofox-browser workflow to LLM agents:
tab lifecycle, navigation, interaction, snapshots, screenshots, links, stats,
cookie import, session cleanup, YouTube transcript extraction, and high-level
composite helpers (navigate_and_snapshot, scroll_and_snapshot, fill_form,
type_and_submit, batch_click, web_search).
camofox-browser server (default http://127.0.0.1:9377)CAMOFOX_API_KEY for cookie importCAMOFOX_ADMIN_KEY for browser stop endpointgit clone https://github.com/Microck/camofox-browser-mcp.git
cd camofox-browser-mcp
bun install
bun run typecheck
bun run build
npm install -g camofox-browser-mcp
# optional smoke-run (most users just configure their MCP client)
camofox-browser-mcp
Set these environment variables in your MCP client config.
| Variable | Required | Default | Purpose |
| --- | --- | --- | --- |
| CAMOFOX_BASE_URL | yes | http://127.0.0.1:9377 | Base URL of running camofox-browser server |
| CAMOFOX_URL | alias | unset | Compatibility alias for CAMOFOX_BASE_URL |
| CAMOFOX_TIMEOUT_MS | no | 30000 | HTTP timeout for camofox calls |
| CAMOFOX_TIMEOUT | alias | unset | Compatibility alias for CAMOFOX_TIMEOUT_MS |
| CAMOFOX_DEFAULT_USER_ID | no | default-user | Default userId when omitted |
| CAMOFOX_DEFAULT_SESSION_KEY | no | default-session | Default sessionKey when omitted |
| CAMOFOX_API_KEY | for camofox_import_cookies | unset | Bearer key for /sessions/:userId/cookies |
| CAMOFOX_ADMIN_KEY | for camofox_stop_browser | unset | Admin key sent as x-admin-key for /stop |
{
"mcpServers": {
"camofox-browser-mcp": {
"command": "bun",
"args": ["/absolute/path/to/camofox-browser-mcp/dist/index.js"],
"env": {
"MCP_TRANSPORT_TYPE": "stdio",
"MCP_LOG_LEVEL": "info",
"CAMOFOX_BASE_URL": "http://127.0.0.1:9377",
"CAMOFOX_DEFAULT_USER_ID": "default-user",
"CAMOFOX_DEFAULT_SESSION_KEY": "default-session",
"CAMOFOX_API_KEY": "",
"CAMOFOX_ADMIN_KEY": ""
}
}
}
}
The MCP toolset maps to camofox-browser endpoints and includes compatibility
aliases for common camofox-mcp prompts.
| MCP tool | Endpoint | Notes |
| --- | --- | --- |
| camofox_health | GET /health | Runtime and browser status |
| server_status | alias of camofox_health | Compatibility alias |
| camofox_start_browser | POST /start | Starts browser engine |
| camofox_stop_browser | POST /stop | Requires admin key |
| camofox_close_session | DELETE /sessions/:userId | Closes all tabs/context for user |
| camofox_import_cookies | POST /sessions/:userId/cookies | Requires API key |
| MCP tool | Endpoint | Notes |
| --- | --- | --- |
| camofox_list_tabs | GET /tabs | Lists open tabs by user |
| list_tabs | alias of camofox_list_tabs | Compatibility alias |
| camofox_create_tab | POST /tabs | Creates tab with optional URL |
| create_tab | alias of camofox_create_tab | Compatibility alias |
| camofox_close_tab | DELETE /tabs/:tabId | Closes one tab |
| close_tab | alias of camofox_close_tab | Compatibility alias |
| camofox_close_tab_group | DELETE /tabs/group/:listItemId | Closes all tabs in group |
| camofox_get_stats | GET /tabs/:tabId/stats | Usage stats and visited URLs |
| MCP tool | Endpoint | Notes |
| --- | --- | --- |
| camofox_navigate_tab | POST /tabs/:tabId/navigate | URL or macro navigation |
| navigate | alias of camofox_navigate_tab | Compatibility alias |
| navigate_and_snapshot | composite | Navigate, wait, then snapshot |
| camofox_wait | POST /tabs/:tabId/wait | Wait for page readiness |
| camofox_wait_for_text | POST /act (kind=wait) | Wait for text appearance |
| camofox_get_snapshot | GET /tabs/:tabId/snapshot | Ref-based accessibility snapshot |
| snapshot | alias of camofox_get_snapshot | Compatibility alias |
| scroll_and_snapshot | composite | Scroll, then snapshot |
| camofox_click | POST /tabs/:tabId/click | Click by ref or selector |
| batch_click | composite | Execute multiple clicks sequentially |
| camofox_type | POST /tabs/:tabId/type | Type text by ref/selector |
| type_text | alias of camofox_type | Compatibility alias |
| type_and_submit | composite | Type then press submit key |
| fill_form | composite | Fill multiple fields + optional submit click |
| camofox_hover | POST /act (kind=hover) | Hover by ref or selector |
| camofox_press | POST /tabs/:tabId/press | Keyboard press |
| camofox_scroll | POST /tabs/:tabId/scroll | Vertical scroll |
| camofox_scroll_element | POST /act (kind=scrollIntoView) | Scroll referenced element into view |
| camofox_back | POST /tabs/:tabId/back | History back |
| go_back | alias of camofox_back | Compatibility alias |
| camofox_forward | POST /tabs/:tabId/forward | History forward |
| go_forward | alias of camofox_forward | Compatibility alias |
| camofox_refresh | POST /tabs/:tabId/refresh | Page reload |
| refresh | alias of camofox_refresh | Compatibility alias |
| camofox_get_links | GET /tabs/:tabId/links | Extract page links |
| camofox_screenshot | GET /tabs/:tabId/screenshot | Returns base64 PNG |
| web_search | macro wrapper around navigate | Multi-engine search helper |
| MCP tool | Endpoint | Notes |
| --- | --- | --- |
| camofox_youtube_transcript | POST /youtube/transcript | Extracts YouTube captions |
web_search maps engine values to backend macros:
google, youtube, amazon, reddit, wikipedia, twitter, yelpspotify, netflix, linkedin, instagram, tiktok, twitchlist_profiles, save_profile, load_profile, and delete_profile are not
exposed yet because current jo-inc/camofox-browser APIs do not provide
cookie export/profile endpoints.camofox_start_browsercamofox_create_tab (or camofox_list_tabs + reuse)camofox_navigate_tabcamofox_get_snapshotcamofox_click, camofox_type, camofox_press, camofox_scrollcamofox_get_snapshot after major page changescamofox_close_tab or camofox_close_sessioncamofox_navigate_tab passes macro and query through to camofox-browser.
Upstream macros include:
@google_search@youtube_search@amazon_search@reddit_search@reddit_subreddit@wikipedia_search@twitter_search@yelp_search@spotify_search@netflix_search@linkedin_search@instagram_search@tiktok_search@twitch_searchcamofox_health fails: check CAMOFOX_BASE_URL and confirm backend is running.camofox_import_cookies 403: set CAMOFOX_API_KEY in both backend and MCP env.camofox_stop_browser 403: set CAMOFOX_ADMIN_KEY in both backend and MCP env.camofox_get_snapshot again.MIT
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/mcp-microck-camofox-browser-mcp/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-microck-camofox-browser-mcp/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-microck-camofox-browser-mcp/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
74
Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Rank
72
An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)
Traction
No public download signal
Freshness
Updated 2d ago
Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-microck-camofox-browser-mcp/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/mcp-microck-camofox-browser-mcp/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/mcp-microck-camofox-browser-mcp/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/mcp-microck-camofox-browser-mcp/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-microck-camofox-browser-mcp/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/mcp-microck-camofox-browser-mcp/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"MCP"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_MCP",
"generatedAt": "2026-04-17T03:42:45.269Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "MCP",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "browser-automation",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "bun",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "camofox",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "mcp",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "mcp-server",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "model-context-protocol",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "typescript",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "zod",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|unknown|profile capability:browser-automation|supported|profile capability:bun|supported|profile capability:camofox|supported|profile capability:mcp|supported|profile capability:mcp-server|supported|profile capability:model-context-protocol|supported|profile capability:typescript|supported|profile capability:zod|supported|profile capability:cli|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Microck",
"href": "https://github.com/Microck/camofox-browser-mcp#readme",
"sourceUrl": "https://github.com/Microck/camofox-browser-mcp#readme",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T03:06:18.715Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/mcp-microck-camofox-browser-mcp/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-microck-camofox-browser-mcp/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T03:06:18.715Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/mcp-microck-camofox-browser-mcp/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/mcp-microck-camofox-browser-mcp/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
Ads related to camofox-browser-mcp and adjacent AI workflows.