home / skills / anthropics / knowledge-work-plugins / source-management

This skill helps you manage connected MCP sources, prioritize queries, and handle rate limits to improve enterprise search results.

npx playbooks add skill anthropics/knowledge-work-plugins --skill source-management

Review the files below or copy the command above to add this skill to your agents.

Files (1)
SKILL.md
5.6 KB
---
name: source-management
description: Manages connected MCP sources for enterprise search. Detects available sources, guides users to connect new ones, handles source priority ordering, and manages rate limiting awareness.
---

# Source Management

> If you see unfamiliar placeholders or need to check which tools are connected, see [CONNECTORS.md](../../CONNECTORS.md).

Knows what sources are available, helps connect new ones, and manages how sources are queried.

## Checking Available Sources

Determine which MCP sources are connected by checking available tools. Each source corresponds to a set of MCP tools:

| Source | Key capabilities |
|--------|-----------------|
| **~~chat** | Search messages, read channels and threads |
| **~~email** | Search messages, read individual emails |
| **~~cloud storage** | Search files, fetch document contents |
| **~~project tracker** | Search tasks, typeahead search |
| **~~CRM** | Query records (accounts, contacts, opportunities) |
| **~~knowledge base** | Semantic search, keyword search |

If a tool prefix is available, the source is connected and searchable.

## Guiding Users to Connect Sources

When a user searches but has few or no sources connected:

```
You currently have [N] source(s) connected: [list].

To expand your search, you can connect additional sources in your MCP settings:
- ~~chat — messages, threads, channels
- ~~email — emails, conversations, attachments
- ~~cloud storage — docs, sheets, slides
- ~~project tracker — tasks, projects, milestones
- ~~CRM — accounts, contacts, opportunities
- ~~knowledge base — wiki pages, knowledge base articles

The more sources you connect, the more complete your search results.
```

When a user asks about a specific tool that is not connected:

```
[Tool name] isn't currently connected. To add it:
1. Open your MCP settings
2. Add the [tool] MCP server configuration
3. Authenticate when prompted

Once connected, it will be automatically included in future searches.
```

## Source Priority Ordering

Different query types benefit from searching certain sources first. Use these priorities to weight results, not to skip sources:

### By Query Type

**Decision queries** ("What did we decide..."):
```
1. ~~chat (conversations where decisions happen)
2. ~~email (decision confirmations, announcements)
3. ~~cloud storage (meeting notes, decision logs)
4. Wiki (if decisions are documented)
5. Task tracker (if decisions are captured in tasks)
```

**Status queries** ("What's the status of..."):
```
1. Task tracker (~~project tracker — authoritative status)
2. ~~chat (real-time discussion)
3. ~~cloud storage (status docs, reports)
4. ~~email (status update emails)
5. Wiki (project pages)
```

**Document queries** ("Where's the doc for..."):
```
1. ~~cloud storage (primary doc storage)
2. Wiki / ~~knowledge base (knowledge base)
3. ~~email (docs shared via email)
4. ~~chat (docs shared in channels)
5. Task tracker (docs linked to tasks)
```

**People queries** ("Who works on..." / "Who knows about..."):
```
1. ~~chat (message authors, channel members)
2. Task tracker (task assignees)
3. ~~cloud storage (doc authors, collaborators)
4. ~~CRM (account owners, contacts)
5. ~~email (email participants)
```

**Factual/Policy queries** ("What's our policy on..."):
```
1. Wiki / ~~knowledge base (official documentation)
2. ~~cloud storage (policy docs, handbooks)
3. ~~email (policy announcements)
4. ~~chat (policy discussions)
```

### Default Priority (General Queries)

When query type is unclear:
```
1. ~~chat (highest volume, most real-time)
2. ~~email (formal communications)
3. ~~cloud storage (documents and files)
4. Wiki / ~~knowledge base (structured knowledge)
5. Task tracker (work items)
6. CRM (customer data)
```

## Rate Limiting Awareness

MCP sources may have rate limits. Handle them gracefully:

### Detection

Rate limit responses typically appear as:
- HTTP 429 responses
- Error messages mentioning "rate limit", "too many requests", or "quota exceeded"
- Throttled or delayed responses

### Handling

When a source is rate limited:

1. **Do not retry immediately** — respect the limit
2. **Continue with other sources** — do not block the entire search
3. **Inform the user**:
```
Note: [Source] is temporarily rate limited. Results below are from
[other sources]. You can retry in a few minutes to include [source].
```
4. **For digests** — if rate limited mid-scan, note which time range was covered before the limit hit

### Prevention

- Avoid unnecessary API calls — check if the source is likely to have relevant results before querying
- Use targeted queries over broad scans when possible
- For digests, batch requests where the API supports it
- Cache awareness: if a search was just run, avoid re-running the same query immediately

## Source Health

Track source availability during a session:

```
Source Status:
  ~~chat:        ✓ Available
  ~~email:        ✓ Available
  ~~cloud storage:  ✓ Available
  ~~project tracker:        ✗ Not connected
  ~~CRM:   ✗ Not connected
  ~~knowledge base:      ⚠ Rate limited (retry in 2 min)
```

When reporting search results, include which sources were searched so the user knows the scope of the answer.

## Adding Custom Sources

The enterprise search plugin works with any MCP-connected source. As new MCP servers become available, they can be added to the `.mcp.json` configuration. The search and digest commands will automatically detect and include new sources based on available tools.

To add a new source:
1. Add the MCP server configuration to `.mcp.json`
2. Authenticate if required
3. The source will be included in subsequent searches automatically

Overview

This skill manages connected MCP sources for enterprise search, detects which sources are available, and helps users connect new sources. It controls source ordering by query intent and maintains rate-limiting and health awareness so search results are reliable and transparent.

How this skill works

It inspects available MCP tool prefixes to discover connected sources and maps each source to its key capabilities (chat, email, cloud storage, project tracker, CRM, knowledge base). It applies priority rules based on query type to weight results, skips or deprioritizes rate-limited sources, and reports which sources were searched. It also guides users through connecting new MCP sources and updating configuration.

When to use it

  • When search results seem incomplete or you suspect missing sources
  • When onboarding a new data source or verifying current connections
  • When tailoring search behavior for a specific query type (decisions, status, documents, people, policies)
  • When handling slow or failing source responses to avoid blocking searches
  • When preparing digests and you need source coverage and time-range awareness

Best practices

  • Prefer targeted queries to avoid broad scans that trigger rate limits
  • Weight sources by query intent instead of excluding them entirely
  • Respect rate-limit responses (do not retry immediately) and continue with other sources
  • Include which sources were searched when presenting results so users understand scope
  • Cache recent query results to reduce redundant API calls

Example use cases

  • User runs a company-wide search and the skill shows which sources are included and suggests connecting missing ones
  • A decision-related query prioritizes chat and email so meeting outcomes surface first
  • During a digest generation, the skill detects a rate-limited source and notes which time ranges were scanned before the limit
  • Admin adds a new MCP server; the skill detects the new source and includes it in subsequent searches automatically
  • User asks who owns a project; the skill orders results to surface chat authors and task assignees first

FAQ

How do I know which sources are currently connected?

The skill lists connected MCP sources by detecting available tool prefixes and shows their current status (available, not connected, rate limited).

What happens if a source is rate limited?

The skill stops immediate retries, continues querying other sources, caches progress for digests, and informs the user which source was rate limited and which results are shown.