Search: ai
Search MCP servers and agent skills by name, description, category or topic — 2,830 results.
andreisirbu91-lab/MCPSpend
Real-time cost observability for MCP tool calls. Transparent proxy auto-detects every MCP client (Claude Desktop, Cursor, Windsurf, VS Code, Claude Code, Zed, Continue.dev, Cline, Goose) and attributes spend per tool, per project, per end-customer. `npx @mcpspend/proxy add` install. Free tier 25K calls/month, no card. MIT proxy on npm. EU-hosted, GDPR-ready.
panther-labs/mcp-panther
MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts.
Infobip/mcp
Official Infobip MCP server for integrating Infobip global cloud communication platform. It equips AI agents with communication superpowers, allowing them to send and receive SMS and RCS messages, interact with WhatsApp and Viber, automate communication workflows, and manage customer data, all in a production-ready environment.
schemacrawler/SchemaCrawler-MCP-Server-Usage
Connect to any relational database, and be able to get valid SQL, and ask questions like what does a certain column prefix mean.
haris-musa/excel-mcp-server
An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
8enSmith/mcp-open-library
A MCP server for the Open Library API that enables AI assistants to search for book information.
Sendmux/sendmux-sdk
Email inbox API MCP server for AI agents to receive, search, and send mail through hosted or local Sendmux Product MCP.
PhpCodeArcheology/PhpCodeArcheology
PHP static analysis MCP server for architecture and maintainability. 11 tools exposing 60+ code quality metrics, problem detection, refactoring priorities, dependency graphs, git hotspots, test coverage, and impact analysis. Installable via Composer.
WiseVision/mcp_server_ros_2
MCP server for ROS2 enabling AI-driven robotics applications and services.
yuna0x0/anilist-mcp
A MCP server integrating AniList API for anime and manga information
adancurusul/serial-mcp-server
A comprehensive MCP server for serial port communication
PascaleBeier/hitkeep
Privacy-first web analytics with a read-only MCP server for aggregate traffic, events, goals, funnels, ecommerce, Search Console, and AI visibility reporting.
NameetP/pdfmux
PDF extraction router with built-in MCP server. Classifies each page (digital, scanned, tables) and routes to the best backend (PyMuPDF, Docling, OCR, or optional LLM fallback). Per-page confidence scoring flags low-quality pages and auto-reextracts them — prevents silent RAG failures. Zero config: `pip install pdfmux`. MIT licensed.
DareDev256/fcpxml-mcp-server
The first MCP server for Final Cut Pro. 53 tools that parse, edit, and generate FCPXML timelines — health checks, flash frame detection, chapter markers, rough cuts, NLE export. 912 tests, MIT licensed.
dnotitia/akb
Organizational knowledge base for AI agents. Vault-scoped Markdown docs, structured PostgreSQL tables, and files unified by a URI graph. Hybrid semantic + BM25 search, Git-backed version history, multi-tenant ACL with public-share links. Works with Claude Code, Cursor, Windsurf via `npx akb-mcp`.
teolex2020/AuraSDK
Persistent cognitive memory for Claude Desktop. Sub-ms recall, offline, encrypted.
ukkit/memcord
A MCP server that keeps your chat history organized and searchable—with AI-powered summaries, secure memory, and full control.
Hypersequent/qasphere-mcp
Integration with [QA Sphere](https://qasphere.com/) test management system, enabling LLMs to discover, summarize, and interact with test cases directly from AI-powered IDEs
teamwork/mcp
Project and resource management platform that keeps your client projects on track, makes managing resources a breeze, and keeps your profits on point.
testdino-hq/playwright-skill
70+ production-tested Playwright automation testing patterns: E2E, POM, CI/CD, migrations, CLI
sunriseapps/imagesorcery-mcp
ComputerVision-based 🪄 sorcery of image recognition and editing tools for AI assistants.
mavdol/capsule/mcp-server
Run untrusted Python/JavaScript code in WebAssembly sandboxes.
MarcellM01/TinySearch
Self-hosted web research for MCP agents: search (SearXNG, with DuckDuckGo fallback), crawl, dense+BM25 rerank, and dedupe into a source-grounded, cited prompt. Local ONNX embeddings by default, or bring an OpenAI-compatible embedding API.
freema/mcp-design-system-extractor
Extracts component information from Storybook design systems. Provides HTML, styles, props, dependencies, theme tokens and component metadata for AI-powered design system analysis.
fvadicamo/dev-agent-skills
Git and GitHub workflow skills for commits, PRs, and code reviews
PSPDFKit/nutrient-dws-mcp-server
MCP server for the Nutrient DWS Processor API. Convert, merge, redact, sign, OCR, watermark, and extract data from PDFs and Office documents via natural language. Works with Claude Desktop, LangGraph, and OpenAI Agents.
gebalamariusz/cloud-audit
Open-source AWS security scanner with attack chain detection, breach cost estimation, and copy-paste remediation (CLI + Terraform). 47 checks, 16 attack chain rules. First free standalone AWS security MCP server.
wenerme/wener-mssql-mcp
MSSQL database integration with schema inspection and query capabilities
dodopayments/contextmcp
Self-hosted MCP server that indexes documentation from various sources and serves it to AI Agents with semantic search.
stabgan/openrouter-mcp-multimodal
All-in-one multimodal MCP for 300+ OpenRouter models: text chat, image / audio / video analysis, and image / audio / video generation (Veo 3.1, Sora 2 Pro, Seedance, Wan). Structured `_meta.code` error taxonomy, IPv4+IPv6 SSRF guards, path-sandbox for disk writes, retry-after-aware backoff, multi-arch Docker.
kushneryk/join.cloud
Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange messages in real time via SSE. Supports MCP and A2A protocols. Self-hostable or use the hosted version at join.cloud.
Battam1111/Myco
Agent-first cognitive substrate with 18 manifest-driven verbs (germinate / eat / assimilate / sporulate / traverse / immune / molt / …) and 25 lint dimensions enforcing contract invariants mechanically (R1–R7). Cross-session / cross-project memory via a self-validating filesystem graph — AST + markdown-link derived, not embedding-based. Provider-agnostic by design: MP1/MP2 dims forbid LLM-SDK impo
ypollak2/llm-router
Subscription-aware LLM router for Claude Code. Routes tasks to 20+ providers (OpenAI, Gemini, Groq, Ollama, Codex) based on complexity classification, Claude subscription pressure, and cost. Free tasks stay on Claude subscription; expensive tasks fall back to the cheapest capable model. Includes 30 MCP tools, 6 auto-routing hooks, semantic dedup cache, prompt caching, daily spend cap, and a live w
k-kolomeitsev/data-structure-protocol
Graph-based long-term memory skill for AI (LLM) coding agents — faster context, fewer tokens, safer refactors
PSPDFKit/nutrient-document-engine-mcp-server
Self-hosted MCP server for Nutrient Document Engine. On-premises document processing with natural language control — designed for HIPAA, SOC 2, and GDPR compliance.
depwire/depwire
Dependency graph + 15 MCP tools for AI coding assistants. Parses TypeScript, JavaScript, Python, Go, Rust, and C. Arc diagram visualization, health scoring, dead code detection, and temporal graph.
PatrickSys/codebase-context
Local MCP server that shows AI agents which patterns your team actually uses, what files a change will affect, and when there is not enough context to trust an edit. 30+ languages, fully local.
MobileReality/mdma
MCP server for MDMA (interactive Markdown applications with mounted components). Exposes the MDMA spec, authoring prompts, package metadata, and live docs to AI assistants. Tools: `get-spec`, `get-prompt`, `build-system-prompt`, `validate-prompt`, `list-packages`, `list-docs`, `get-doc`. Install: `npx @mobile-reality/mdma-mcp`.
klever-io/mcp-klever-vm
Klever blockchain MCP server for smart contract development, on-chain data exploration, account and asset queries, transaction analysis, and contract deployment tooling.
currents-dev/currents-mcp
Enable AI Agents to fix Playwright test failures reported to [Currents](https://currents.dev).
wyattjoh/jmap-mcp
A Model Context Protocol (MCP) server that provides tools for interacting with JMAP (JSON Meta Application Protocol) email servers. Built with Deno and using the jmap-jam client library.
mahdin75/gis-mcp
A Model Context Protocol (MCP) server implementation that connects Large Language Models (LLMs) to GIS operations using GIS libraries, enabling AI assistants to perform accurate geospatial operations and transformations.
nesquikm/mcp-rubber-duck
An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber duck debugging panel for explaining problems to various AI "ducks" and getting different perspectives