# org.abcommunity/abcommunity

> Find the right MCPs, tools and skills for any AI task - discovery over a 14k+ resource catalog.

- name: org.abcommunity/abcommunity
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 95/100
- quality: 80/100 (good)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/org.abcommunity%2Fabcommunity
- tools: https://api.protogrid.dev/v1/servers/org.abcommunity%2Fabcommunity/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "abcommunity": {
      "type": "http",
      "url": "https://mcp.abcommunity.org/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 97
- freshness: 100
- provenance: 85
- drivers: +repository +dns-namespace +website +reachable +uptime-93% +updated-24d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 80/100 (good)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 86 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 13 of 13 tools declare readOnlyHint or destructiveHint
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: find_mcp_for_task (idempotentHint); recommend_stack (idempotentHint); compare_mcps (idempotentHint); …
- pass `tools.token_cost`: about 2,173 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 75 (weight 15)

- warn `stability.changes`: 13 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 13, about 2,173 tokens to load them all
- tool set hash: 1befba317b3e91e2c61fc30bb9719018
- tools last changed: 2026-09-26T19:50:52.882Z
- badge: [![protogrid quality](https://protogrid.dev/badge/org.abcommunity/abcommunity.svg)](https://protogrid.dev/servers/org.abcommunity/abcommunity)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-09-26 `get_next_project_action` changed (annotations)
- 2026-09-26 `generate_config_bundle` changed (annotations)
- 2026-09-26 `generate_agent_blueprint` changed (annotations)
- 2026-09-26 `recommend_resources_for_sprint` changed (annotations)
- 2026-09-26 `map_resources_to_project` changed (annotations)
- 2026-09-26 `plan_project_sprints` changed (annotations)
- 2026-09-26 `analyze_project` changed (annotations)
- 2026-09-26 `get_installation` changed (annotations)
- 2026-09-26 `compare_mcps` changed (annotations)
- 2026-09-26 `get_resource` changed (annotations)

Full history: https://api.protogrid.dev/v1/servers/org.abcommunity%2Fabcommunity/changes

## Remotes

- https://mcp.abcommunity.org/mcp (streamable-http, auth none, reachable true, uptime30d 0.9318182)

## Packages

_none_

## Tools (13)

- `analyze_project`: Understand a project idea or repo summary and return product type, stack, stage, modules, risks, and open questions.
- `compare_mcps`: Factual side-by-side comparison of two to five MCPs across capabilities, pricing, auth, deployment, maintenance, compatibility, open-source status and tool count. No subjective winner is chosen.
- `find_mcp_for_task`: Describe in natural language what you want your AI to do. ABCommunity detects the required capabilities, searches the marketplace, and returns the recommended MCP(s) plus alternatives, with reasoning. Example: 'I want my AI to read Gmail and create Linear tasks.'
- `generate_agent_blueprint`: Create role-specific agent instructions for a project sprint or area.
- `generate_config_bundle`: Create safe client-specific MCP config notes, env checklist, install steps, and verification steps for selected resources.
- `get_installation`: Return the official installation method(s), config example, package info, transports, auth requirements and source references for a resource. Never fabricates commands — if nothing is recorded, it says so and points to the official docs.
- `get_next_project_action`: Return the next most useful action for a project based on its sprint roadmap and current state.
- `get_resource`: Return complete structured marketplace metadata for a resource by slug or id: capabilities, tools, transports, auth, packages, compatibility, pricing, security, quality signals, installation, versions and source links.
- `map_resources_to_project`: Explain which ABCommunity resources apply to a project, when to use them, how to apply them, and what config/risk is involved.
- `plan_project_sprints`: Break a project into execution-ready sprints with tasks, acceptance criteria, risks, and next actions.
- `recommend_resources_for_sprint`: Recommend MCPs, skills, tools, APIs, and frameworks for one sprint in a project roadmap.
- `recommend_stack`: For a multi-step workflow, recommend the set of MCPs needed, each one's role, the workflow order, and which are required vs optional. Does not pad the stack with unnecessary MCPs and reports any capabilities left uncovered.
- `search_resources`: Search ABCommunity's catalog of 12,000+ AI resources (MCP servers, tools, skills, APIs, libraries, frameworks). Filter by capabilities, resource type, supported client/platform, pricing, deployment (remote/local), open-source and verified status. Returns ranked resources with human-readable match quality and source links.