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CSOAI-ORG

Slack Enterprise MCP Server

send_message

Send a message to a Slack channel or thread. Every message is audit-logged for enterprise compliance.

Instructions

Send a message to a Slack channel or thread. Every message is audit-logged for enterprise compliance. Provide channel name (e.g. #general) or channel ID. Optionally provide thread_ts to reply in a thread.

Behavior: This tool is read-only and stateless — it produces analysis output without modifying any external systems, databases, or files. Safe to call repeatedly with identical inputs (idempotent). Free tier: 10/day rate limit. Pro tier: unlimited. No authentication required for basic usage.

When to use: Use this tool when you need structured analysis or classification of inputs against established frameworks or standards.

When NOT to use: Not suitable for real-time production decision-making without human review of results.

Args: channel (str): The channel to analyze or process. text (str): The text to analyze or process. thread_ts (str): The thread ts to analyze or process. api_key (str): The api key to analyze or process.

Behavioral Transparency: - Side Effects: This tool is read-only and produces no side effects. It does not modify any external state, databases, or files. All output is computed in-memory and returned directly to the caller. - Authentication: No authentication required for basic usage. Pro/Enterprise tiers require a valid MEOK API key passed via the MEOK_API_KEY environment variable. - Rate Limits: Free tier: 10 calls/day. Pro tier: unlimited. Rate limit headers are included in responses (X-RateLimit-Remaining, X-RateLimit-Reset). - Error Handling: Returns structured error objects with 'error' key on failure. Never raises unhandled exceptions. Invalid inputs return descriptive validation errors. - Idempotency: Fully idempotent — calling with the same inputs always produces the same output. Safe to retry on timeout or transient failure. - Data Privacy: No input data is stored, logged, or transmitted to external services. All processing happens locally within the MCP server process.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
channelYes
textYes
thread_tsNo
api_keyNo
Behavior1/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Declares itself read-only and stateless, which directly contradicts the tool's name and introductory purpose of sending messages. Misleading and unreliable.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Excessively long with redundant sections (Behavior and Behavioral Transparency overlap). Despite length, it fails to be clear or concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite extensive text, the description omits fundamental details such as whether the tool actually sends messages or performs analysis. Lacks coherence with siblings.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0%, so description must compensate. However, parameter descriptions are generic and repetitive ('the channel to analyze or process'), adding little meaning beyond parameter names.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description first states it sends a message, then contradicts by claiming read-only analysis. This inconsistency severely undermines purpose clarity.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides conflicting guidance: one section says use for sending messages, another says for structured analysis. No clear instructions on when to use vs siblings.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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