AI / ML

Machine learning model inference, embedding generation, vector similarity search, and AI pipeline orchestration.

⚠ Prompt injection · model poisoning · data leakage
10,023Total Servers
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SpecProof

SpecProof: Search standards specs with MCP-ready precision.

by specproof

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specter-skills

Claude Skills + MCP server for Specter — the game backend platform. `npx specter-skills init` installs the skills; `specter-mcp` runs the MCP server.

by specter251

TypeScript--
Spectral — verified-knowledge oracle

Cross-check a factual claim against a verified knowledge graph before you assert it. Never guesses.

by seespectral

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@spectrum-charts/mcp

MCP Server for React Spectrum Charts documentation

by GitHub Actions

TypeScript--
spec-workflow-mcp

A Model Context Protocol (MCP) server that provides structured spec-driven development workflow tools for AI-assisted software development, featuring a real-time web dashboard and VSCode extension for monitoring and managing your project's progress directly in your development environment.

by Pimzino

TypeScript4.3k-
@speechweave/mcp

Official SpeechWeave MCP server

by GitHub Actions

TypeScript--
Speko AI

Manage Speko voice-AI agents, sessions, calls, phone numbers, knowledge bases, evals, and docs.

by speko

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@spekoai/mcp

Local stdio bridge for the hosted SpekoAI MCP server

by GitHub Actions

TypeScript--
@spences10/pi-mcp

MCP server integration for Pi that exposes configured MCP tools safely and manages large responses

by spences10

TypeScript--
Spendline

Enforce AI budgets before the model call and track cost per customer across 10 providers.

by spendline

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SpicyGen

AI adult image, character and movie generator (18+). Characters, images, videos, movies, credits.

by spicygen

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Spire.XLS

Provides Excel file manipulation through the Spire.XLS library, enabling creation, reading, modification, and conversion of Excel workbooks with support for formulas, charts, pivot tables, conditional formatting, and export to multiple formats including PDF, HTML, CSV, and images.

—6-
@spiritledsoftware/ls-mcp

MCP server exposing Language Server Protocol capabilities over stdio.

by GitHub Actions

TypeScript--
Splark

The ask-and-answer video format: send a question, get a short one-take video answer, captioned.

by splark

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splay-mcp

MCP server that screenshots the screens you build locally and collects them in one shared gallery

by ruucm

TypeScript--
Split (creator affiliate platform)

Split affiliate platform: creators earn on product links, brands run creator campaigns and gifting.

by mcp

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splitwise-mcp-server

A gold-standard Model Context Protocol server for Splitwise

by Sarath Francis

Python--
splunk-mcp-server2

Unofficial. Splunk MCP server. Implemented in Python and TypeScript/JS. Runs searches, queries Splunk, and outputs data as JSON, CSV, or Markdown for agentic LLM workflows. Includes guardrails for input SPL validation and output sanitization. SSE/stdio transport support. Deployment options: Stdio, local HTTP (SSE), or Docker.

by splunk

Python36-
SPM

Agent memory that refuses to guess: evidence-gated recall, exact-source reads, verifiable deletion.

by spmos

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SPM - Structured Project Memory

Structured project memory for AI agents, delivered through a project-scoped remote MCP connector.

by getspm

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Spocal Sports MCP

Structured Japan sports schedules, fixtures, broadcasts, and live updates for AI agents.

by spocal

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Spook SEO

Free SEO tools + the Spook SEO autopilot: analyze domains, generate and publish SEO articles.

by tryspook

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Spoolis

Turn an agreement into verifiable acceptance criteria and verify whether work actually passed.

by spoolis

TypeScript--
SportIQ

SportIQ (Live sports analysis and data + betting odds)plugs 48 live sports tools into any AI (Claude, ChatGPT, Cursor): FIFA World Cup 2026 football, Formula 1, and IPL cricket. Ask in plain English — it simulates brackets, finds value bets, optimizes Dream11 teams, and models F1 pit strategy. Free, open-source, installs in seconds via uvx.

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sports-data-mcp-server

MCP-Server für Sportdaten — Live-Scores, Tabellen, Spieler-Statistiken und historische Ergebnisse weltweit

by AiAgentKarl

Python--