AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.

Index9
Published by GitHub account index9-org
Index9 lets an assistant search, compare, cost-model and live-test 300+ AI models from the editor via a local stdio MCP server.

Tickerr
Published by GitHub account imviky-ctrl
Tickerr gives an assistant live status, pricing, rate limits and latency data for 90+ AI tools and 300+ models, plus anonymous failure reporting.

Agentos
Published by GitHub account imran-siddique
A local MCP server for creating, testing, deploying and auditing policy-compliant AI agents with built-in safety policies and compliance checks.

ComparEdge LLM Cost
Published by GitHub account imkemit-ops
A local MCP server that gives an assistant verified per-million-token LLM API rates for 69 models and computes call, workload and budget costs.

A2A Artifact Handoff
Published by GitHub account imagiever-ar
A remote MCP endpoint that compiles source-agent outputs into validated, receiver-ready handoff packages.

Aegis Protocol
Published by GitHub account im-sham
Lets an assistant create, fund, validate, settle, or dispute USDC escrow jobs between AI agents on Base L2.

humanizer-ru
Published by GitHub account ilyautov
Russian text editing scanner: scores text 0-100 for AI-style clichés, lists banned phrases and markers with positions, and compares a draft against its source.

Consilium Principis
Published by GitHub account ilyautov
An AI advisory board that has several thinker personas examine a decision, with quotes verified word-for-word against source texts or withheld.

Wisepanel
Published by GitHub account ikoskela
Runs multi-agent AI deliberations across several model providers and streams the panel's positions, reasoning, and unresolved disagreements.

Automan
Published by GitHub account i02202
Automan is a remote MCP server that sells discrete AI tasks — summarization, translation, extraction, analysis, reports — paid per call in USDC via x402.

grad-agent
Published by GitHub account i-ninte
A local MCP agent for graduate school applications that finds professors, drafts fact-checked cold emails, SOPs and LORs, and tracks outreach and deadlines.

Nextrole
Published by GitHub account hyperdrift-io
A job-search companion that tailors a CV to a specific role, scores fit, and flags ATS issues.

Signalfuse
Published by GitHub account hypeprinter007-stack
Local MCP server that gives an assistant paid crypto trading signals, sentiment, macro regime data, strategy rankings, web search and sandboxed code execution.

Promptready Mcp
Published by GitHub account hydrojwh
Local MCP server that lets an assistant upload PDF or CSV files to the PromptReady cloud for OCR and receive the converted Markdown back on disk.

Huoshui Pdf Translator
Published by GitHub account huoshuiai42
A local MCP server that translates PDF documents, especially academic papers with formulas, while preserving layout.

Autron Core
Published by GitHub account hungnguyenhtbvn-max
Local MCP server implementing an open identity standard for AI agents: DIDs, agent cards, delegation, reputation, and payment with escrow.

Humantextpro
Published by GitHub account humantextpro
Detects AI-generated text and rewrites it to sound human, with optional verification, using humantext.pro credits from inside an MCP client.

Humanpen Mcp
Published by GitHub account humanpen
HumanPen MCP rewrites .docx/.pptx files to read as human-written and score lower on AI detectors, plus citation, condensing and translation jobs.

XHelio-SPICE
Published by GitHub account huangzesen
A local MCP server that gives an assistant spacecraft ephemeris tools, auto-downloading and caching NAIF SPICE kernels for heliophysics missions.

HPP x402 MCP Bridge
Published by GitHub account hpp-io
MCP bridge for autonomous x402 payments in HPP USDC.e — discover and pay for services per call.

Grok Mcp
Published by GitHub account howardpen9
Lets a coding agent delegate to xAI's Grok for code review, bug hunting and second opinions, via the xAI API or the Grok CLI.

Lm
Published by GitHub account houtini-ai
Lets an assistant delegate bounded work such as code review, drafting and embeddings to any OpenAI-compatible LLM endpoint, local or cloud.

Geo Analyzer
Published by GitHub account houtini-ai
Scores web pages or pasted text on the content signals that make AI assistants cite them, using Claude for semantic analysis.

Gemini
Published by GitHub account houtini-ai
Brings Google Gemini models into an assistant for grounded chat, deep research, image and video generation, SVG and landing-page creation.