Agent Swarm
Runs onlineCredentials listedRepository declared by sourceUpdated 2026-10-09
io.github.desplega-ai/agent-swarm · Registry status: active
At a glance
Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration.
Vendor's own description, untranslated and unverified
- Execution location
- Runs onlineMCP-Register · 2026-08-23
- Required secrets declared
- Credentials listedMCP-Register · 2026-08-23
- Declared version and change
1.167.0· Source-reported change date 2026-10-09MCP-Register · 2026-10-10- Repository as declared
- github.com/desplega-ai/agent-swarmMCP-Register · 2026-08-23
- Configuration
- can be built from the disclosed start template
Inspect connection paths and prerequisites
Related categories
- MCP servers with declared required secrets6,067
- Remotely executed MCP servers24,811
- MCP servers with a repository URL30,107
- Remote MCP servers with declared required secrets2,249
- MCP servers as an npm package only10,186
- Remote MCP servers with a repository URL13,955
6 of 10 categories. All categories in the segment catalogue
Page last changed:
Sources and collection
- Runs
- Runs online
- Credentials
- Credentials listed
- Registry record changed
- 2026-10-09
- Setup
- Template available
- Registry name
io.github.desplega-ai/agent-swarm- Package coordinate
npm:@desplega.ai/agent-swarm- Declared version
1.167.0- Source-reported listing date
- 2026-10-09
- Source-reported change date
- 2026-10-09
- First seen by tracevero
- 2026-08-23
- Vendor's website
- https://docs.agent-swarm.dev
Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin. What the confidence levels mean
Measured values
| Required secrets declared | Credentials listed yes Original data – Required secret variables (raw): AGENT_SWARM_API_KEY Original data – Required secret headers (raw): Authorization Source: MCP-Register · collected on 2026-08-23 · derived |
|---|---|
| Execution location | Runs online remote Original data – Transports (raw): streamable-http, streamable-http Source: MCP-Register · collected on 2026-08-23 · derived |
| Path argument present | no Original data – Path arguments (raw): confirmed absent Original data – Path environment variables (raw): confirmed absent Source: MCP-Register · collected on 2026-08-23 · derived |
| Repository URL listed | Repository declared by source yes Original data – Repository (raw): https://github.com/desplega-ai/agent-swarm Source: MCP-Register · collected on 2026-08-23 · derived |
| Declared version | 1.167.0 Source: MCP-Register · collected on 2026-10-10 · self-declared |
What is measured is what a manifest declares, not what a piece of software does. This registry fetches no repository URL, no endpoint and no package index; nothing here is verified. Which value comes from which source, and by which rule it was formed, is set out in the Methodology.
Where this server connects to
- Address as stated in the raw record
https://{swarm_host}/mcp-user- Host
{swarm_host}Entries carrying exactly this value: 1
Taken verbatim from the raw record. The registry does not call this address and does not infer a shared operator from a shared host.
Source data25
Evidence for this page: The values on this page come from several collections. Each row therefore states its own origin.
| Description (raw) | Full Agent Swarm API and MCP server with local SQLite storage for multi-agent orchestration. Source: MCP-Register · collected on 2026-08-26 · self-declared |
|---|---|
| Environment variables (raw) | AGENT_SWARM_API_KEY Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Required secret variables (raw) | AGENT_SWARM_API_KEY Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Transports (raw) | streamable-http, streamable-http Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Path arguments (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Repository (raw) | https://github.com/desplega-ai/agent-swarm Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Package registries (raw) | npm Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Required secret headers (raw) | Authorization Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Path environment variables (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Remote URLs (raw) | https://{swarm_host}/mcp-user Source: MCP-Register · collected on 2026-10-05 · self-declared |
| Remote hosts (raw) | {swarm_host} Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Registry status message (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-23 · self-declared |
| First listed in the registry (raw) | 2026-10-09 Source: MCP-Register · collected on 2026-10-10 · self-declared |
| Last changed in the registry (raw) | 2026-10-09 Source: MCP-Register · collected on 2026-10-10 · self-declared |
| Schema version of the raw record (raw) | https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Delivery form (raw) | package and remote Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Repository platform (raw) | github Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Repository subfolder (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Package identifiers (raw) | @desplega.ai/agent-swarm Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Package versions (raw) | 1.167.0 Source: MCP-Register · collected on 2026-10-10 · self-declared |
| Runtime hints (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Environment variable formats (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Environment variable descriptions (raw) | AGENT_SWARM_API_KEY=API key for your local Agent Swarm instance. Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Icon formats (raw) | confirmed absent Source: MCP-Register · collected on 2026-08-23 · self-declared |
| Connection paths (source structure) | {"packages":[{"registryType":"npm","identifier":"@desplega.ai/agent-swarm","version":"1.167.0","transport":"streamable-http","environment":[{"name":"AGENT_SWARM_API_KEY","description":"API key for your local Agent Swarm instance.","required":true,"secret":true}],"additional_arguments_declared":true}],"remotes":[{"url":"https://{swarm_host}/mcp-user","transport":"streamable-http","headers":[{"name":"Authorization","description":"Bearer aswt_<token> for an active user on your swarm. Ask a swarm operator to mint it in People > your user > Tokens, or via POST /api/users/{id}/mcp-tokens. Copy the plaintext when minted (shown once). Include the Bearer prefix. The shared swarm API key is not accepted. No endpoint enablement flag is required.","required":true,"secret":true}]}]} Source: MCP-Register · collected on 2026-10-10 · self-declared |
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Changes
| 2026-10-10 | Declared version: 1.166.0 → 1.167.0 |
|---|---|
| 2026-10-10 | Last changed in the registry (raw): 2026-10-08 → 2026-10-09 |
| 2026-10-10 | First listed in the registry (raw): 2026-10-08 → 2026-10-09 |
These are the 3 most recent changes to this entry. Full history
tracevero · https://tracevero.com/mcp/io-github-desplega-ai-agent-swarm