source-management
$
npx mdskill add anthropics/knowledge-work-plugins/source-managementManage and discover connected enterprise data sources to broaden search scope.
- Expands search capabilities by identifying and prompting connection of relevant data repositories.
- Integrates with various MCP sources like chat, email, cloud storage, and CRM systems.
- Determines available data sources by checking for connected tool prefixes and managing source priority.
- Informs the user about connected sources and guides setup via structured JSON output.
SKILL.md
.github/skills/source-managementView on GitHub ↗
---
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.
user-invocable: false
---
# 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
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