A
licenseNot graded
qualityD
maintenanceConfigurable MCP server that lets you define LLM-powered tools via JSON, enabling easy integration of multiple models (GPT, Gemini, Claude, etc.) as MCP tools without writing Python code.
6
MIT
Agent Toolbox
Server Details
Free, no-key MCP server: token estimates, JSON Schema conversion, MCP configs, tool search.
The last two health checks of this connector failed. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.
If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.
- Status
- Unhealthy
- Uptime
- 3.6% over 22 days
- Last Tested
- Transport
- Streamable HTTP
- URL
- ChatGPT
- –
- Claude
- –
TDQS
B3.1/5.0
Scored across 4 tools
Disambiguation4/5
Each tool has a fairly distinct purpose: schema conversion, token/cost estimation, MCP config generation, and directory search. The closest pair is convert_schema and mcp_config, since both deal with MCP tooling/config output, but their descriptions make the different outputs clear.
Naming Consistency4/5
All names use snake_case consistently. Three follow a verb_noun pattern (convert_schema, estimate_tokens, search_directory), while mcp_config is noun-based, a minor deviation but still readable and predictable.
Tool Count4/5
Four tools is a reasonable, well-scoped set for a lightweight utility toolbox, with each tool earning its place. It sits slightly on the thin side given the heterogeneous scope, but nothing feels redundant or padded.
Completeness4/5
Each tool is a self-contained utility covering its specific job, so there are no obvious dead ends within the stated purpose. Coverage is inherently loose because the 'Agent Toolbox' domain is a grab bag, but no critical operation appears missing.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
4 tool updates
- First observed
convert_schema - First observed
estimate_tokens - First observed
mcp_config - First observed
search_directory
Related MCP Connectors
Hosted MCP server for LLM cost estimation, model comparison, and budget-aware routing.
Free OpenAI-compatible inference with signed provenance receipts and 3 focused MCP tools.
Free MCP tools: the only MCP linter, health checks, cost estimation, and trust evaluation.
MCP server for your apps' tools and custom tools, plus hosted AI agents and approval-gated workflows
Related MCP Servers
- AlicenseNot gradedqualityDmaintenanceMCP server for deterministic, zero-dependency context-window math, enabling token estimation, text truncation, and budget reporting without a tokenizer.MIT
- AlicenseAqualityDmaintenanceAn MCP server that provides tools for exploring large OpenAPI schemas without loading entire schemas into LLM context. Perfect for discovering and analyzing endpoints, data models, and API structure efficiently.914MIT
- AlicenseNot gradedqualityBmaintenanceHosted MCP server for structured knowledge extraction and entity enrichment, allowing users to author JSON schemas, enrich entities using multiple LLM providers, and benchmark model performance.MIT
Try in Browser
Context Every Agent Can ShareAgents share what they learn, hand off work, and keep it when you switch models. Start with 5 GB free.fulcradynamics.comAd
Glama MCP Gateway
Add one secure layer between your agents and this server.