MCP server directory

NLP Tools - Sentiment, NER, Toxicity & Language Detection

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Toxicity, sentiment, NER, PII detection, and language identification tools

Speech AI - Pronunciation, STT & TTS

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Pronunciation scoring, speech-to-text, and text-to-speech for language learning

Security-first, self-hosted email archive with search, cited answers, and sending for AI agents.

AI-powered log analysis - parse, search, extract errors across 9+ formats

Faucet

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SQL database to MCP tools and REST API: PostgreSQL, MySQL, SQL Server, Oracle, SQLite, Snowflake.

Faucet

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SQL database to MCP tools and REST API: PostgreSQL, MySQL, SQL Server, Oracle, SQLite, Snowflake.

BoondManager MCP Server

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MCP Server for BoondManager API - 182 tools, 12 prompts, 22 resources (ERP/CRM)

BoondManager MCP Server

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MCP Server for BoondManager API - 182 tools, 12 prompts, 22 resources (ERP/CRM)

FHIR MCP server with SMART Backend Services, response compaction, FHIRPath, and guarded writes.

showtime

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Local video studio for your coding agent: scenes, voice, music and captions, on your machine.

showtime

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Local video studio for your coding agent: scenes, voice, music and captions, on your machine.

Inspect and drive WPF apps: trees, bindings, screenshots, mouse dragging and touch gestures.

Render STL and PNG from OpenSCAD code.

Self-hostable uptime monitoring: create checks, read incidents, manage status pages.

Self-hosted WordPress MCP server with per-change undo and 203 tools. Free, no relay, no Pro tier.

AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.

AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.

Create AI surveys with dynamic follow-up probing directly from your AI assistant.

Real-time macroeconomic signals for AI agents. 86 FRED series, regime classification, DeFi rates.

7-signal stablecoin risk scoring. 13 tools, 28+ tokens, SAFE/CAUTION/AVOID verdicts.

Let your AI sessions talk to each other — messaging, tasks, sessions, and alerts

73 deterministic quant tools for AI agents. LLMs drift on Black-Scholes; these are exact math.

LLM-optimized Figma MCP server.

Go code coverage analysis tool with MCP server for AI-powered coverage workflows

Go code coverage analysis tool with MCP server for AI-powered coverage workflows

Go code coverage analysis tool with MCP server for AI-powered coverage workflows

Go code coverage analysis tool with MCP server for AI-powered coverage workflows

Go code coverage analysis tool with MCP server for AI-powered coverage workflows

Go code coverage analysis tool with MCP server for AI-powered coverage workflows

Browser automation MCP server with 84 tools. Pure CDP, DOM diffing, vision hybrid.

Spring Boot MCP 服务器（示例占位描述），通过 GHCR 以 OCI 镜像发布至 MCP Registry。

Official MCP server for Agentwork — delegate tasks to AI agents with human-in-the-loop

Eight paid DeFi tools: prices, gas, swaps, token security, holders, yields, funding and wallets

Real-time Python package and vulnerability data for AI coding agents.

Drive Google Flow from an agent: Veo video and Imagen image generation

MCP server for ChipsAI — manage chatbots, conversations, and AI models

MCP server for ChipsNews — manage news sources, articles, and triggers

MCP server for Italian electronic invoicing (SDI) via Invoicetronic API

MCP server for transcribing Google Chat voice messages using Groq Whisper API

AI-powered static and contextual code analysis MCP server

MCP server for listing and retrieving minimal valid blank files from blankfiles.com.

Spectra Finance MCP server: yield discovery, PT/YT, looping, Morpho, 10 chains

FinishKit MCP: scan GitHub repos for security vulnerabilities, deployment blockers, and quality

India-first MCP server for NSE/BSE, fundamentals, analytics, and market research workflows.

City hiring-compliance MCP server with regulation search and full audit risk scoring.

Gives AI development tools Firebase-specific capabilities and expertise.

Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.

Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching

MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

Versioning de code et génération de documentation intelligents. Supporte CLI, API REST, et MCP.

Serveur MCP pour l'orchestration de tâches distantes (SSH/SFTP) avec une file d'attente persistante.

MCP server providing access to the Flightradar24 API for real-time and historical flight data

Local IFC/BIM MCP server with IfcOpenShell Python in Pyodide and an IFC viewer.

MCP server for FatSecret API - food search, nutrition, diary, recipes, weight tracking (unofficial)

MCP server for accessing Yazio user & nutrition data (unofficial)

affectUI

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Search, read and install agent-ready React components, screens and blocks for AI products.

Deploy Python functions as web apps with auto-generated UI, REST API, and shareable links.

Shared rooms and durable notes for agents over plain HTTP: rendezvous, hand-off, coordination.

MCP server for Florentine.ai - Natural language to MongoDB aggregations

Search the Claude Code Ultimate Guide and machine-readable references from any MCP client.

Symbol-level npm dependency analysis: scan verdicts, native alternatives, migration prompts.

Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval.

Flowra

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MCP server for your apps' tools and custom tools, plus hosted AI agents and approval-gated workflows

Create workflow, sequence, architecture, and mind map diagrams via AI assistants.

Structure-preserving Word DOCX editing MCP server and Office.js bridge for AI agents.

Execution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.

Identifies biological species, returning Latin names with confidence scores.

Food data tools for any AI agent. Describe food in English, get structured data back.

Associative memory via Hebbian learning. Connections strengthen through use, decay through disuse.

MCP server for querying Forkast documentation

LinkedIn for AI agents from your own Chrome session: search, profiles, lists, outreach queue.

Code Runner MCP Server which can run code in various programming languages.

Code Runner MCP Server which can run code in various programming languages.

MCP Server for MCP Registry to discover and search for available MCP servers in the registry

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

MCP-powered To-Do application with intelligent task prioritization

MCP server that exposes Foxit PDF API capabilities via stdio.

MCP server for SAP ABAP ADT over HTTP, RFC or SNC: repository analysis and RAP/classic ABAP CRUD

Compact MCP server for SAP ABAP ADT over HTTP, RFC or SNC: one tool per operation, object in args

Unified MCP server for Midnight blockchain development and Next.js dApps.

Semantic index across shadcn-format component registries: find components by what they do.

An MCP server that provides access to Francisco Perez-Sorrosal's CV

OSINT MCP server — 23 tools: DNS, WHOIS, Shodan, breaches, GEOINT, crypto. Works with Claude Code.

LLM-maintained personal wiki: cross-references sources, flags contradictions. Local markdown.

40+ pay-per-use tools for AI agents: search, TTS, QR, PDF, scraping, image gen. x402.

MCP server for Storybook design systems — extract component HTML, styles and metadata.

MCP server for Google Sheets API — read, write, format, batch operations.

MCP server for Jira Cloud — issues, search, comments, attachments, transitions.

MCP server bridging Claude.ai/Desktop with self-hosted OpenClaw via OAuth 2.1.

MCP server bridging Claude.ai/Desktop with self-hosted OpenClaw via OAuth 2.1.

Read and verify freeq conversations: channels, history, search, signatures, pins.

31 MCP tools for ESG data extraction, PDF processing, vector search, and EU regulation analysis.

MCP server for Coolify API operations.

MCP server for Android emulator automation via ADB.

Django ORM static analysis MCP. Models, relations, migrations, indexes, signals, N+1.

Draft, translate and update Help Center articles and manage Zendesk tickets from your AI assistant.

Network scanner for AI agents: discover hosts, scan TCP and UDP ports, query DNS and mDNS.

An MCP server that exposes package.json scripts as tools for agents.

Create, preview, inspect, verify, and compile deterministic PDF documents with Fullbleed.

Search B2B contacts, enrich verified emails and phone numbers, and export results.