AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Ai Token Counter
Published by GitHub account lazymac2x
A remote MCP server that counts tokens and estimates API costs for major AI models such as GPT-4o, Claude, Gemini, Mistral and Llama.
Ai Rate Limit Tracker
Published by GitHub account lazymac2x
A remote MCP server that tracks AI provider rate limits, records API usage, and forecasts when limits will run out.
Ai Prompt Optimizer
Published by GitHub account lazymac2x
Remote MCP server that optimizes, analyzes, compares and token-counts prompts so an assistant can tighten wording and cut token use.
Ai Model Router
Published by GitHub account lazymac2x
A remote MCP server that helps an assistant pick, compare and list AI models by task type, cost and provider preference.
Ai Guardrails
Published by GitHub account lazymac2x
A remote MCP server that lets an assistant detect and redact personal data, score text for harmful content, and flag likely hallucination phrasing.
Ai Gateway
Published by GitHub account lazymac2x
A remote MCP server deployed on Cloudflare Workers that exposes an AI gateway API over JSON-RPC 2.0, alongside a REST interface.
Ai Eval
Published by GitHub account lazymac2x
A remote MCP server that scores and compares AI responses with heuristic metrics and reports text quality statistics.
Agent Trace Auditor
Published by GitHub account lazymac2x
Remote MCP server that audits AI agent execution traces, returning pass/review/block verdicts, scores, and regression comparisons.
Agent Loop Detector
Published by GitHub account lazymac2x
A remote MCP server that analyzes AI agent traces to detect loops, classify stuck states, and break down token costs.
tvsub MCP
Published by GitHub account launzi
Controls tvsub, a subtitle overlay for Apple TV.app on macOS: inspect playback, load or translate subtitles, style them, and calibrate sync.
Axis Iliad - Codebase Intelligence For Agentic Commerce
Published by GitHub account lastmanupinc-hub
Remote MCP server that analyzes a codebase and generates structured AXIS artifacts, plus bundled web, storage, AI and commerce-compliance tools.
cascade-img
Published by GitHub account laffeyp
Lets an assistant compose Midjourney prompts, fire them through Discord, inspect the resulting grids with vision, crop and clean the best quadrant, and log…
Sophon
Published by GitHub account lacausecrypto
A local Rust MCP server that deterministically compresses prompts, conversation history, file reads, and shell output to cut token usage for coding agents.
Agentcents
Published by GitHub account labham-llc
A local LLM cost advisor that estimates what a call or agent workflow would cost and recommends the cheapest model that clears the task's capability bar.
Brainfaq Mcp
Published by GitHub account labarilem
Local MCP server that lets an assistant load, step through, and debug Brainfuck programs in an interpreter.
AIOps Field Notes
Published by GitHub account labaccessnow
A local, key-free MCP server that estimates LLM costs, checks GPU VRAM fit, audits MCP configs, and explains network config drift.
Agence
Published by GitHub account l-agence
Agence is a local governance layer for AI coding agents: it classifies and gates shell commands, keeps a tamper-evident audit ledger, and routes work across…
Echocache
Published by GitHub account kskurtveit
Caches expensive LLM conclusions in a local SQLite store with HTTP-style freshness and semantic recall, so agents can reuse prior results.
Agentpedia Mcp Server
Published by GitHub account ksaslam311
AgentPedia MCP server lets an assistant search, browse and contribute to AgentPedia, a knowledge base of AI tools, APIs and agents.
Meet Live Assist
Published by GitHub account krystiangw
Lets an assistant read a live Google Meet or Zoom transcript from a local bridge and answer in a side panel during the call.
tokencast
Published by GitHub account krulewis
Estimates the API cost of a planned LLM agent task before it runs, then learns from reported actuals to improve later estimates.
Pain in the Agent
Published by GitHub account krllagent
Text tooling for AI clients: rewrite text to remove watermarks, humanize drafts, compare versions and score AI writing, using a paid Pain in the Agent account.
AgentCrush
Published by GitHub account kristof-sudo
Remote read-only MCP server for AgentCrush, an evidence-ranked index of AI agents, giving assistants search, rankings, history and comparison data.
Docbase
Published by GitHub account krayinc
Docbase's hosted MCP server; credential required; Streamable HTTP.