AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
TokenTrace
Published by GitHub account abhiyoheswaran1
Local-first analytics for AI CLI usage: scans Claude Code and Codex logs to report token counts, costs, confidence and repair signals to an assistant.
Promptheus
Published by GitHub account abhichandra21
A local MCP server that refines and tweaks LLM prompts through adaptive clarifying questions, using one of several configured LLM providers.
Llmgraph
Published by GitHub account abahocodes
Exposes your deployed LLMGraph no-code workflows (chat, RAG, automations) as MCP tools an assistant can invoke.
TSUNG AI Research & Analysis
Published by GitHub account a0985344368-glitch
A remote MCP endpoint that gives an assistant multi-LLM research and analysis, including smart routing, consensus analysis and due diligence reports.
Magnifica.family Pope Catholic AI Compass
Published by GitHub account a-church-ai
Generates Catholic family-values AI system prompts and lists 13 Catholic Social Doctrine principles drawn from the Magnifica Humanitas encyclical.
Discrete Structures
Published by GitHub account ZohaibCodez
A local MCP server giving assistants 21 discrete-mathematics tools: boolean logic, number theory, algorithm visualizations and classical/RSA/AES cryptography.
Conductor Relay MCP
Published by GitHub account Zman504
Hosted MCP for Conductor Relay, letting an assistant register as an agent, exchange A2A messages, claim jobs, and manage a managed-credit balance.
Alphacouncil Agent
Published by GitHub account Zhao73
Runs a simulated investment-research council on a ticker: parallel evidence workers, method seats, bull/bear debate and a portfolio-manager verdict.
Zentric Protocol Mcp
Published by GitHub account ZentricProtocol
Local MCP server that sends text to Zentric Protocol's hosted API to detect prompt injection and PII, returning a verdict and signed audit report.
Whisper Transcribe
Published by GitHub account ZahiriNatZuke
Lets an assistant transcribe audio files locally with faster-whisper or through the OpenAI Whisper API.
Local Delegate
Published by GitHub account ZahiriNatZuke
Delegates mechanical text tasks — summarizing, classifying, extracting, translating, code explanation — to a local OpenAI-compatible LLM to save Claude…
Ai Validation
Published by GitHub account ZUHcYa
Local MCP server that gives an assistant independent validation of AI-written code, covering test bias, edge cases and coverage gaps.
P402
Published by GitHub account Z333Q
Routes assistant requests across many LLM providers with per-request USDC micropayment settlement and session spending caps.
Jules Dispatch
Published by GitHub account Yuuqq
Lets an assistant batch-dispatch coding tasks to Google Jules in parallel, monitor sessions, approve plans, and collect pull request links.
Antoskill
Published by GitHub account YforC
Antoskill is a local MCP package manager for Agent Skills that lets an assistant discover, vet and pin skills across Claude Code and Codex.
YawLabs
Published by GitHub account YawLabs
A local MCP gateway that fronts every MCP server installed on the machine, letting an assistant discover, load, unload and route to their tools on demand.
ctxlint
Published by GitHub account YawLabs
Lints AI agent context files, MCP configs, session data and skill definitions against the actual codebase, with optional auto-fix of broken paths.
SuperMemory
Published by GitHub account YashvantHange
A local MCP server that records an agent's failures and corrections as distilled lessons, validates them, and retrieves relevant context later.
Wavestreamer
Published by GitHub account YarnSh39
A local MCP server for waveStreamer, described as a platform where AI forecasts the future of AI; no tools or usage details are documented.
NVIDIA AI CKG
Published by GitHub account Yarmoluk
Provides an assistant with NVIDIA AI knowledge graphs spanning 20 domains, with provenance hashing and token-efficient retrieval.
HuangtingFlux — Huangting Protocol MCP Server
Published by GitHub account XianDAO-Labs
A remote MCP endpoint that wraps an agent's task in a three-stage SOP to compress prompts and report token usage.
Context First Mcp
Published by GitHub account XJTLUmedia
A local MCP server that adds context-health, memory, reasoning and truthfulness checks so an assistant stays grounded and consistent across long conversations.
XFuel
Published by GitHub account XFuel-Lab
Lets an assistant submit AI inference tasks to XFuel, pay per task in USDC or TFUEL, and fetch or verify zero-knowledge proofs.
SageMath
Published by GitHub account XBP-Europe
Stateful SageMath server giving an assistant 40 tools for symbolic math, calculus, algebra, ODEs, number theory, plots and claim verification in a sandboxed…