MIT
agent-friend
by 0-co
Related Servers
Alternatives to agent-friend
No user-submitted related servers found.
Related Servers
- AlicenseAqualityAmaintenance17 decision intelligence algorithms as MCP tools for AI agents. Bandits (UCB1, Thompson), LP/MIP solver (HiGHS), Monte Carlo simulation, Bayesian inference, graph analytics (PageRank, Louvain), genetic algorithms, CMA-ES, anomaly detection, time series forecasting, and more. All under 25ms, deterministic, zero LLM cost.1713MIT
- AlicenseNot gradedqualityCmaintenanceProvides linear programming (LP), mixed-integer programming (MIP), and quadratic programming (QP) optimization capabilities using the HiGHS solver, enabling AI assistants to solve complex optimization problems like production planning, logistics, and portfolio optimization.8 npm18MIT
- AlicenseBqualityAmaintenanceProvides data science, plotting, statistics, system, and web tools via MCP, with interactive CLI clients for OpenAI-compatible and Anthropic providers.261MIT
- AlicenseNot gradedqualityBmaintenanceMachine-readable utilities and datasets for AI agents. MCP + HTTP + x402.MIT
- AlicenseNot gradedqualityBmaintenanceProvides data preparation, anonymization, and processing tools for AI agents, handling big data with Polars and DuckDB.MIT
TDQS
C2.9/5.0
Scored across 314 tools
Disambiguation3/5
Domain prefixes keep tools within each category distinct, but cross-category overlaps exist: fetch_fetch, http_http_request, browser_browse, and retry_retry_http all retrieve URLs, while timer_timer_stop and metrics_metric_timer_stop are easy to confuse. The sheer number of tools also increases the chance an agent picks a related but wrong tool, though descriptions usually clarify.
Naming Consistency4/5
Almost all tools follow a predictable snake_case category_prefix + verb_noun pattern, such as queue_queue_create, cache_cache_get, and lock_lock_release. Minor deviations like process_run, search_search, and browser_browse break the strict double-prefix style but are still readable and predictable.
Tool Count1/5
314 tools is an extreme tool count, far beyond what an agent can reasonably scan or evaluate. Even though this is a general-purpose utility server, the surface is effectively a kitchen sink rather than a coherent, scoped toolset.
Completeness4/5
Most domains have strong lifecycle coverage: cache, locks, state machines, rate limiters, validators, and vector stores are essentially complete. Notable gaps exist in file operations (no delete/move) and git (no checkout/push/pull/merge), but these are workable given the enormous breadth elsewhere.
Maintenance
ActivityInactive
ResponsivenessNo issues