Brainiall NLP
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Crawler Summary
Dockerized Slack MCP Server for Strawberry Browser integration Slack MCP Server An HTTP-based **Model Context Protocol (MCP)** server that allows MCP-compatible clients (including **Claude Connectors** and **Strawberry Browser**) to interact with a Slack workspace. This server exposes Slack functionality (channels, messages, users, and direct messages) over the MCP protocol using a **single HTTP endpoint** and is designed to be deployed on **Railway**. It is inspired by the orig Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.
Freshness
Last checked 2/22/2026
Best For
Contract is available with explicit auth and schema references.
Not Ideal For
slack-mcp-server is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.
Evidence Sources Checked
editorial-content, capability-contract, runtime-metrics, public facts pack
Dockerized Slack MCP Server for Strawberry Browser integration Slack MCP Server An HTTP-based **Model Context Protocol (MCP)** server that allows MCP-compatible clients (including **Claude Connectors** and **Strawberry Browser**) to interact with a Slack workspace. This server exposes Slack functionality (channels, messages, users, and direct messages) over the MCP protocol using a **single HTTP endpoint** and is designed to be deployed on **Railway**. It is inspired by the orig
Public facts
7
Change events
1
Artifacts
0
Freshness
Feb 22, 2026
Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Feb 22, 2026
Vendor
Kghamilton89
Artifacts
0
Benchmarks
0
Last release
0.1.4
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Published capability contract available. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 2/24/2026.
Setup snapshot
git clone https://github.com/kghamilton89/slack-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
Kghamilton89
Protocol compatibility
MCP
Auth modes
mcp, api_key, oauth
Machine-readable schemas
OpenAPI or schema references published
Adoption signal
2 GitHub stars
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
1
Snippets
0
Languages
typescript
bash
SLACK_BOT_TOKEN=xoxb-your-bot-token-here SLACK_TEAM_ID=T01234567
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB MCP
Editorial quality
ready
Dockerized Slack MCP Server for Strawberry Browser integration Slack MCP Server An HTTP-based **Model Context Protocol (MCP)** server that allows MCP-compatible clients (including **Claude Connectors** and **Strawberry Browser**) to interact with a Slack workspace. This server exposes Slack functionality (channels, messages, users, and direct messages) over the MCP protocol using a **single HTTP endpoint** and is designed to be deployed on **Railway**. It is inspired by the orig
An HTTP-based Model Context Protocol (MCP) server that allows MCP-compatible clients (including Claude Connectors and Strawberry Browser) to interact with a Slack workspace.
This server exposes Slack functionality (channels, messages, users, and direct messages) over the MCP protocol using a single HTTP endpoint and is designed to be deployed on Railway.
It is inspired by the original Anthropic MCP Slack example, but adapted for remote HTTP/SSE usage rather than local stdin/stdout.
https://api.slack.com/appsNavigate to OAuth & Permissions and add the following Bot Token Scopes:
app_mentions:readcanvases:readcanvases:writechannels:readchannels:historychannels:joinchannels:managechat:writeim:readim:writeim:historyreactions:readreactions:writeusers:readusers:read.emailusers.profile:readThese scopes are required for posting messages, reading channels, finding users, sending direct messages, managing Canvases, and other tasks possible using the MCP server.
xoxb-)https://app.slack.com/client/T01234ABCD/C98765432, the value starting with T is your Workspace / Team IDhttps://railway.app (sign up with my referral link if needed)In Railway, open your service and add the following Variables:
SLACK_BOT_TOKEN=xoxb-your-bot-token-here
SLACK_TEAM_ID=T01234567
| Variable | Required | Description |
|----------|----------|-------------|
| SLACK_BOT_TOKEN | Yes | Slack Bot User OAuth Token |
| SLACK_TEAM_ID | Yes | Slack Workspace / Team ID |
| PORT | No | Automatically set by Railway |
After saving the variables, Railway will automatically redeploy the service.
Once deployed, your service will be available at a Railway-generated URL. You can verify the service is running with the /health endpoint.
The MCP server is exposed at the following path: /sse/mcp
Your full MCP endpoint will look like: https://your-service-name.up.railway.app/sse/mcp
This endpoint handles:
https://your-service-name.up.railway.app/sse/mcpOnce connected, Claude can call Slack tools directly in chat.
https://your-service-name.up.railway.app/sse/mcpAll tools included in the server are enumerated below.
slack_list_channels – List public Slack channelsslack_join_channel – Join an existing public channelslack_create_channel – Create a new public channelslack_rename_channel – Rename an existing channelslack_post_message – Post a message to a channelslack_get_channel_history – Get recent messages from a channelslack_add_reaction – Add an emoji reaction to a messageslack_remove_reaction – Remove an emoji reaction from a messageslack_get_reactions – List reactions on a messageslack_find_user – Find users by email or nameslack_get_user_profile – Retrieve a user’s profile informationslack_open_dm – Open a direct message (DM) channel with a userslack_list_dms – List direct message channelsslack_get_dm_history – Get message history from a DM channelslack_send_dm – Send a direct message to a userslack_canvas_create – Create a Slack canvasslack_canvas_get – Retrieve a Slack canvasslack_canvas_edit – Edit an existing Slack canvasslack_canvas_delete – Delete a Slack canvasIssues and pull requests are welcome.
I'm just a guy on the internet and you're deploying powerful code with serious implications for the privacy of your own and others' data. Please make sure that you understand this process, including its risks, completely and protect your Railway URL from exposure as this will give anyone the ability to directly access your Slack Workspace.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
ready
Auth
mcp, api_key, oauth
Streaming
Yes
Data region
global
Protocol support
Requires: mcp, lang:typescript, streaming
Forbidden: none
Guardrails
Operational confidence: medium
curl -s "https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-mcp/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-mcp/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-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
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.
Sentiment, toxicity, entity extraction, PII, translation, summary, QA, fraud scoring, safety audit.
Agent-callable B2B SaaS directory: capability-structured, continuously verified listings.
Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.
Structured website and review evidence for AI-assisted local-business shortlisting.
Contract JSON
{
"contractStatus": "ready",
"authModes": [
"mcp",
"api_key",
"oauth"
],
"requires": [
"mcp",
"lang:typescript",
"streaming"
],
"forbidden": [],
"supportsMcp": true,
"supportsA2a": false,
"supportsStreaming": true,
"inputSchemaRef": "https://github.com/kghamilton89/slack-mcp#input",
"outputSchemaRef": "https://github.com/kghamilton89/slack-mcp#output",
"dataRegion": "global",
"contractUpdatedAt": "2026-02-24T19:45:04.681Z",
"sourceUpdatedAt": "2026-02-24T19:45:04.681Z",
"freshnessSeconds": 19620626
}Invocation Guide
{
"preferredApi": {
"snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-mcp/snapshot",
"contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-mcp/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-mcp/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-mcp/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-mcp/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-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": "2026-10-09T21:55:31.647Z"
}
},
"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": "supported",
"confidenceSource": "contract",
"notes": "Confirmed by capability contract"
},
{
"key": "cli",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:MCP|supported|contract 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": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-mcp/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:04.681Z",
"isPublic": true
},
{
"factKey": "auth_modes",
"category": "compatibility",
"label": "Auth modes",
"value": "mcp, api_key, oauth",
"href": "https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-mcp/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:04.681Z",
"isPublic": true
},
{
"factKey": "schema_refs",
"category": "artifact",
"label": "Machine-readable schemas",
"value": "OpenAPI or schema references published",
"href": "https://github.com/kghamilton89/slack-mcp#input",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-mcp/contract",
"sourceType": "contract",
"confidence": "high",
"observedAt": "2026-02-24T19:45:04.681Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Kghamilton89",
"href": "https://github.com/kghamilton89/slack-mcp",
"sourceUrl": "https://github.com/kghamilton89/slack-mcp",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "2 GitHub stars",
"href": "https://github.com/kghamilton89/slack-mcp",
"sourceUrl": "https://github.com/kghamilton89/slack-mcp",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-24T19:43:14.176Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-mcp/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-kghamilton89-slack-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
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