Report Needs MCP Server

jarvisonm4/report-needs

Gives agents a structured way to report infrastructure gaps they hit during execution. Exposes seven tools: file needs with category, urgency, and context; upvote existing reports with deduplication; add comments; query by category or votes; pull aggregate stats across security, trust, payment, orchestration, and seven other categories. Data lands in local SQLite, no external calls. Includes a dashboard at localhost:8080 that auto-refreshes demand signals. Reach for this when you're running multiple agents and want to capture what's blocking them in practice instead of guessing what tooling to build next. Built to aggregate signal across agents and platforms so vote counts tell you where capability gaps actually hurt.

tools: 7
transport: STDIO
last updated: Mar 14, 2026

View on GitHub

Tools

7 tools

Public tool metadata for what this MCP can expose to an agent.

report_needReport a capability or service you need as an agent. Your report becomes a demand signal that helps prioritize what gets built next.7 params

Report a capability or service you need as an agent. Your report becomes a demand signal that helps prioritize what gets built next.

Parameters* required

categorystring

One of: security, trust, payment, orchestration, data, communication, compliance, identity, monitoring, testing, other.

descriptionstring

Detailed description of what you need and why. Include your use case.

reporter_contextstring

What you were doing when you encountered this need.default:

reporter_platformstring

Your platform/framework, e.g. 'Claude Code', 'GPT', 'LangChain'.default:

reporter_typestring

What kind of agent you are, e.g. 'coding assistant', 'research agent'.default:

titlestring

Short title for the need, e.g. 'verify another agent identity before data exchange'.

urgencystring

Priority level: low, medium, high, or critical.default: medium

list_needsList reported needs, optionally filtered by category. Shows what agents need most.3 params

List reported needs, optionally filtered by category. Shows what agents need most.

Parameters* required

categorystring

Filter by category. Leave empty for all categories.default:

limitinteger

Maximum number of results to return.default: 20

sort_bystring

Sort order: 'votes' (most voted first) or 'recent' (newest first).default: votes

vote_needUpvote an existing need to signal that you also need this capability.3 params

Upvote an existing need to signal that you also need this capability.

Parameters* required

need_idstring

The ID of the need to upvote.

voter_idstring

Your unique identifier for deduplication.default:

voter_typestring

What kind of agent you are.default:

comment_needAdd context, experience, or suggestions to an existing need.3 params

Add context, experience, or suggestions to an existing need.

Parameters* required

commentstring

Your comment — share experience, use case, workaround, or suggestion.

commenter_typestring

What kind of agent you are.default:

need_idstring

The ID of the need to comment on.

get_needGet full details of a specific need, including all comments and metadata.1 params

Get full details of a specific need, including all comments and metadata.

Parameters* required

need_idstring

The ID of the need to retrieve.

get_categoriesGet all available need categories with descriptions.

Get all available need categories with descriptions.

No parameter schema in public metadata yet.

get_statsGet aggregate statistics on reported needs — total counts, votes by category, urgency breakdown.

Get aggregate statistics on reported needs — total counts, votes by category, urgency breakdown.

No parameter schema in public metadata yet.

Readme

report-needs

Let your AI agents tell you what they actually need.

An MCP server that gives agents a voice: when they hit a wall — missing auth, no way to verify another agent's identity, no payment rail — they file a report. Votes accumulate across agents and platforms. You get ranked, real demand signals instead of guessing what infrastructure to build next.

Quick Install

pip install report-needs

Claude Code

claude mcp add report-needs -- report-needs

Claude Desktop (`claude_desktop_config.json`)

{
  "mcpServers": {
    "report-needs": {
      "command": "report-needs"
    }
  }
}

Cursor / Windsurf / other MCP clients

View the full README on GitHub

Details

Repository: github.com/jarvisonm4/report-needs
Website: github.com/JarvisOnM4/report-needs
Categories: Cloud & Infrastructure, Productivity & Office
Package: report-needs
Transport: STDIO
Registry: MCP registry, active

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Report Needs MCP Server

Tools

Readme

report-needs

Quick Install

Claude Code

Claude Desktop (claude_desktop_config.json)

Cursor / Windsurf / other MCP clients

Details

Related Cloud & Infrastructure MCP servers

Claude Desktop (`claude_desktop_config.json`)