waggle-mcp
by alyssa2ai
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| WAGGLE_MODEL | No | Local sentence-transformers model name. Use 'deterministic' for CI/testing only, not production. | all-MiniLM-L6-v2 |
| WAGGLE_BACKEND | No | Storage backend: 'sqlite' (default) or 'neo4j'. | sqlite |
| WAGGLE_DB_PATH | No | Path to the SQLite database file. | ~/.waggle/waggle.db |
| WAGGLE_HTTP_PORT | No | Port for HTTP transport. | 8080 |
| WAGGLE_NEO4J_URI | No | Neo4j URI, required when WAGGLE_BACKEND is 'neo4j'. | bolt://localhost:7687 |
| WAGGLE_TRANSPORT | No | MCP transport: 'stdio' (default) or 'http'. | stdio |
| WAGGLE_STARTUP_MODE | No | Model startup behavior: 'normal', 'fast', or 'strict'. | normal |
| WAGGLE_NEO4J_PASSWORD | No | Neo4j password, required when WAGGLE_BACKEND is 'neo4j'. | |
| WAGGLE_NEO4J_USERNAME | No | Neo4j username, required when WAGGLE_BACKEND is 'neo4j'. | neo4j |
| WAGGLE_DEDUP_THRESHOLD | No | Cosine similarity threshold for automatic node deduplication at write time. | 0.88 |
| WAGGLE_DEFAULT_TENANT_ID | No | Default tenant ID for scoping memory. | local-default |
| WAGGLE_RECURSIVE_CONTEXT_ENABLED | No | Enable or disable the recursive context feature. | true |
| WAGGLE_RECURSIVE_CONTEXT_DEFAULT_DEPTH | No | Default graph expansion depth for recursive context assembly. | 2 |
| WAGGLE_RECURSIVE_CONTEXT_DEFAULT_BUDGET | No | Default token budget for recursive context assembly. | 1200 |
| WAGGLE_RECURSIVE_CONTEXT_MAX_SUBQUERIES | No | Maximum number of decomposed subqueries. | 6 |
| WAGGLE_RECURSIVE_CONTEXT_INCLUDE_EVIDENCE | No | Include transcript evidence in retried context packs. | true |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Server capabilities have not been inspected yet.
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
No tools | |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/alyssa2ai/Waggle-mcp'
If you have feedback or need assistance with the MCP directory API, please join our Discord server