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Slack

Slack

B

Business messaging platform. Channels, DMs, file sharing, integrations, and workflow automation.

6.94
/ 10

Scores

CriterionWeightScoreValue
Token Efficiency

Slack's Web API supports field selection and pagination, but responses can be verbose with nested user/channel objects that agents must filter; no explicit batching endpoint for bulk operations limits efficiency.

20%
6.0
Programmatic Access

Slack offers comprehensive REST API access, multiple official SDKs (Node.js, Python), and a detailed developer platform, though the absence of an MCP server and GraphQL API prevents a higher score.

18%
8.0
Autonomous Auth

Slack supports both OAuth 2.0 with granular scopes and bot tokens for autonomous operation; API keys and app-level tokens enable straightforward agent authentication without human intervention.

16%
8.0
Speed & Throughput

Slack publishes rate limits (60 requests per minute for most endpoints) and supports some conditional requests, but no ETags or caching directives are documented, and latency data is unavailable.

12%
6.0
Discoverability

Slack provides excellent documentation and a published llms.txt file signaling AI-agent awareness, but lacks an OpenAPI/Swagger spec and relies on web documentation rather than machine-readable schema.

12%
7.0
Reliability

Slack maintains API versioning and consistent response schemas, with a public status page, though explicit idempotency key support is not clearly documented for all write operations.

10%
7.0
Safety

Slack offers scoped OAuth permissions and test workspaces for development, but lacks explicit dry-run modes or operation-level undo capabilities; token revocation is the primary safety mechanism.

8%
6.0
Reactivity

Slack provides webhooks (both incoming and outgoing) and event subscriptions for real-time updates, enabling reactive agent workflows, though streaming APIs are not available.

4%
7.0

Biggest friction

The absence of an OpenAPI specification and MCP server forces agents to rely on web documentation and makes integration testing and dynamic capability discovery significantly harder.

How to improve

  • 6/10
    Token Efficiency · Add field selection parameters, reduce default response sizes, support batch operations
  • 6/10
    Speed & Throughput · Improve rate limits, add rate limit headers, support conditional requests (ETags)
  • 6/10
    Safety · Add sandbox/test mode, support dry-run operations, enable scoped access tokens

Agent resources

Access methods

REST APINode (@slack/logger)Python (slack)llms.txt

Authentication

Methodsunknown
Scoped permissionsNo
Human requiredYes

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Agent formats

Last scanned: 3/12/2026 · Scanner v1 · 44 views