MCP server for SearXNG aggregator — web search across multiple engines via Model Context Protocol

Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git operations.

Control and query Rigol DHO824 oscilloscope for waveform capture and measurements

Persistent memory for any AI — zero token cost until recall

HTTP MCP Server for comprehensive Python vulnerability scanning and security analysis.

MCP server that exposes GraphQL operations as tools for AI models.

Official Arm MCP server for code migration, optimization, and Arm architecture guidance

JVM dependency intelligence for AI assistants via Maven Central

GNOME Wayland desktop automation via AT-SPI discovery and Mutter input.

A generic append-only log MCP server. Persist timestamped JSON entries and query them by recency.

Read Project Gutenberg books via MCP. Search, fetch metadata, and retrieve text in passages.

Multi-account IMAP/SMTP email server with 22 tools for reading, sending, searching, and organizing.

AI agent governance: content scanning, audit logs, policy evaluation, session management.

MCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.

An MCP server that validates content against MCP specification using semantic search and AI

Helps plan and reuse CE-RISE Digital Passport components, models, and deployment assets.

Deterministic SHACL-based assessment and comparison for digital passport data models.

MCP server providing AI assistants the ability to interact with NetScaler environments

An MCP server that provides Clappia workspace, forms, workflows, submissions, and analytics

Manage UniFi sites, devices, clients, networks, port forwarding, DNS, and firewall

Semantic code search and analysis from CodeAlive for AI assistants and agents.

AI-powered content processing with 226 Fabric patterns for writing, analysis, and code generation.

MCP server for Croit Ceph cluster management with dynamic OpenAPI tool generation

Unofficial MCP Server for Scaleway Serverless Functions

MCP server for searching, exploring, and aggregating Disney Lorcana cards.

MCP server for the OVH API. Explore and call any OVH endpoint via sandboxed JS.

Official MCP server for Axe DevTools for Web.

Self-hosted knowledge backend for AI agents with hybrid search and MCP tools

SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.

22,000+ Seoul public facility data for tourists: restrooms, pharmacies, WiFi, AEDs, and subway.

MCP server providing Docker Desktop release notes and security information.

Safe, self-hosted OWASP ZAP operator for guided AI security scans and reports.

Reference verification MCP server for CSL bibliographies, evidence, and audited writes.

Bitbucket Cloud MCP in Go: complete API auto-generated from spec, customizable prompts.

Send notifications across 23 channels with 36 AI-ready tools. One API, zero boilerplate.

Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.

Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.

Local-first memory for coding agents; stores decisions, bugs, and context across sessions.

MCP Toolbox for Databases enables your agent to connect to your database.

MCP Toolbox for Databases enables your agent to connect to your database.

GoReleaser MCP server

An MCP server giving access to Grafana dashboards, data and more.

Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise

A sandboxed, agentic workspace providing secure filesystem, bash, and uv-powered Python execution.

MCP server exposing Hummingbot API for automated multi-exchange trading

Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra, and more

Unified MCP for 28 static site generators across 19 languages: Zola, Hakyll, and more

MCP server for TIDAL - search tracks, manage playlists, and get personalized recommendations

Rails development skills, docs, and workflows exposed through MCP stdio.

eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging

Make 3D games in Unity Engine with AI. MCP Server + Plugin for Unity Editor and Unity games.

MCP server providing monkey data, journeys, and location services for various monkey species.

Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres.

Persistent memory for AI agents and humans. Store, search, and discover patterns.

Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client.

Search the web and extract article text for LLMs.

MCP server providing weather tools with data sourced from AccuWeather.

MCP server for academic papers, citations, authors, ECOS dossiers, and Federal Register text.

Self-hosted, read-only MCP server that connects your banks and investments via Plaid.

Server-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates

High-performance audio, music, and voice generation MCP server for Gemini 2.5 and Lyria 3.

Cybersecurity training, simulation, and incident response MCP server

MCP server for Gotify push notifications - send messages and manage apps/clients.

MCP server for searching and reading PmWiki pages with text queries and group filtering.

MCP server for Digilent WaveForms instruments (oscilloscope, AWG, logic analyzer).

Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query instruments.

Self-hosted MCP server and gallery for AI-generated mockups.

Rust MCP server for binary analysis and reverse engineering.

BoardGameGeek MCP server providing access to BGG API data through standardized tools

MCP runtime copilot for health checks, regressions, explainability, and operational memory.

Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup.

MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants

Let agents use the shell like a human.

Persistent, consensus-validated institutional memory for AI agents. Runs locally.

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

Local-first MCP server: semantic search over library docs. No cloud, no API key, no telemetry.

Build and update a visual operating cockpit for AI-native solo founders.

Analyzes code for bugs, security vulnerabilities, and code smells

Real-time DNS security analysis — DNSSEC, email auth, and RDAP. Built for SOC investigations.

Remote ChromaDB vector database MCP server with streamable HTTP transport

Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a single all-in-one app

Create, update, complete nodes, search & replace with regex and dry run, usage reports, transforms

An MCP server that stores Copilot customizations from the Awesome Copilot repository

MCP server for discovering and controlling TP-Link Tapo smart home devices via AI Agents

Email management via JMAP — mailboxes, messages, identities, and Sieve scripts

Thin MOVA MCP proxy for bindings, transport resolution, and upstream tools/call execution.

Spring Boot example that exposes SpringDoc OpenAPI operations as safe MCP tools.

Developer journal with knowledge graphs, relationships, Git context, and semantic search

Enterprise-grade MySQL MCP Server with OAuth 2.0, 106 tools, and Docker deployment

Enterprise PostgreSQL MCP server with 63 tools, 10 resources, 10 prompts for AI-native operations

Search coding challenge solutions by keyword and optionally filter by programming language

Interact with Coda.io documents, tables, and rows via the Coda API

Searchable access to GitLab documentation from multiple repositories with full-text search.

A Test MCP server that provides tools, promts and resources

A Test MCP server that provides tools, promts and resources

Access the GLEIF LEI database for company verification, KYC, and ownership research.

Search, read, and edit any MediaWiki wiki. Works with Wikipedia, Fandom, and more.

Control Miro whiteboards with AI. 77 tools for boards, diagrams, mindmaps.

Access Nordic business registries (Norway, Denmark, Finland, Sweden). 23 tools.

Talk to roadmaps with AI. Query and manage bars, OKRs, ideas, and launches.

ROOT-based MCP server exposing root_python and root_cpp tools (stdio transport).

Community-built server providing real-time London transport data via the TfL Unified API

Community-built server providing real-time London transport data via the TfL Unified API

MCP server for Alembica validation, extraction, cost estimation, and schema queries.

Read and write a self-hosted TriliumNext knowledge base over its ETAPI.

MCP server giving AI agents access to 40+ APIs: geo, crypto, screenshots, DNS, and more

MCP server providing Prometheus metrics access and PromQL query execution for AI assistants

Multi-language code analysis for complexity, debt, hotspots, ownership, and defect prediction

Perforce P4 MCP server: changelists, files, shelves, workspaces, jobs, code reviews, and streams.

Self-hosted UniFi gateway management: VLANs, WLANs, firewall, clients, DHCP, observability.

Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI

List and fetch official Pine Labs SDK API documentation via MCP tools.

Manage Garmin Connect workouts, including strength workouts with mapped exercises.

Expose curated Justfile recipes via MCP for safe deterministic automation.

AI-powered PDF editing and generation MCP server using Gemini Pro.

Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, inventory, and more

CLI-first remote runtimes for validation and offload tasks, exposed over MCP stdio.

Dutch real estate data with KRK Makelaars report generation.

MCP server for encrypted SQLite databases (SQLCipher 4) - Works with MoneyMoney, KeePass and more

MCP server for SQLCipher 4 encrypted SQLite databases with full CRUD operations and query support

Hosted/gateway-ready Hevy fitness MCP: workouts, routines, templates.

MCP server for fixing static analysis issues from SARIF reports with AI agents

Ebbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall.

Protect your AI agents and IDEs from malicious open-source packages.

Enables natural language schema queries — explore tables, keys, procedures, and get SQL help fast

Persistent memory for AI tools. Local-first knowledge graph with hybrid search.

Web automation and testing server using SHAFT Engine (Selenium-based)

MCP server specialized in retrieving information from Slack messages and threads

MCP fork of Google Workspace CLI (Gmail, Drive, Calendar, and more)

PCI DSS v4.0.1 compliance scanner for Go payment services, delivered as an MCP server

An MCP server that enables integration with SonarQube Server or Cloud for code quality and security.

MCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and direct SQL tooling.

MCP server that loads and serves skills from a mounted directory with hot reload.

MCP server that loads and serves skills from a mounted directory with hot reload.

Converts HTML to Markdown with auto-summary and section extraction. Supports Playwright.

Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.

Provides programmatic access to Tiger Cloud services, databases, and documentation.

An API-complete MCP server to manage Prometheus-compatible backends.

Real-time GitHub Actions observability: DORA Metrics, Cost Analysis, CI/CD Health dashboards.

📦️ A fast, secure MCP server that extends its capabilities through WebAssembly plugins

Open-source web scraper for AI agents with scrape, crawl, and map tools

Code-pinned team memory for AI coding agents — typed artifacts, MCP-native, self-host.

AST-based semantic code search: 33 tools, 35 languages, call tracing, impact analysis

MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

MCP Server for VictoriaTraces. Provides integration with VictoriaTraces API and documentation

MCP Server for vmanomaly - VictoriaMetrics anomaly detection

MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation

MCP Server for VictoriaMetrics. Provides integration with VictoriaMetrics API and documentation

MCP Server for vmanomaly - VictoriaMetrics anomaly detection

Evidra — Flight recorder for AI infrastructure agents

Content-addressed, ed25519-signed memory of every place on Earth. Apache-2.0, no keys for reads.

Self-contained SearXNG metasearch MCP server. One Docker image, 200+ engines, privacy-first.

View ROS 2 nodes and topics, and call services and actions via MCP

Geolocation tools (reverse geocoding, ip lookup, etc) using Jeleo Geolocation API

MCP server for Abnormal Security — AI-powered email threat detection, cases, and remediation.

MCP server for Kaseya Autotask PSA — companies, tickets, projects, time entries, and more.

MCP server for Check Point Harmony Email & Collaboration (Avanan) email security.

MCP server for Blumira SIEM — query findings, evidence, and detection data via the Blumira API.

MCP server for ConnectWise Automate RMM — computers, clients, alerts, and scripts.

MCP server for ConnectWise Manage PSA — companies, tickets, projects, time entries, and more.

MCP server for Datto BCDR — appliances, agents, recovery points, screenshots, alerts.

MCP server for Datto SaaS Protection — M365/GWS backups, restores, seats.

MCP server for Domotz network monitoring — agents, devices, alerts, and network discovery.

MCP server for HaloPSA — clients, tickets, and PSA workflows via the HaloPSA REST API.

MCP server for Hudu IT documentation — companies, assets, articles, passwords, and procedures.

MCP server for Huntress — accounts, organizations, agents, incidents, and reports.

MCP server for IT Glue — organizations, configurations, passwords, flexible assets, and documents.

MCP server for Kaseya BMS PSA — tickets, accounts, time entries, contracts.

MCP server for Kaseya VSA RMM — agents, patches, procedures, alarms, tickets.

MCP server for KnowBe4 security awareness training — users, groups, training, phishing campaigns.

MCP server for Liongard — inspectors, environments, metrics, detections, and timeline data.

MCP server for NinjaOne RMM — devices, organizations, alerts, and tickets.

MCP server for QuickBooks Online — accounts, customers, invoices, bills, and reports.

MCP server for SalesBuildr — quoting and sales workflows for MSPs.

MCP server for SpamTitan email security — quarantine, allow/block lists, and policy management.

MCP server for Spanning Cloud Backup — M365/GWS/Salesforce backups, restores, audit.

MCP server for SuperOps unified PSA+RMM — clients, tickets, assets, and more.

MCP server for Syncro MSP — customers, tickets, assets, invoices, and more.

MCP server for Unitrends Backup — appliances, jobs, recovery points, restores, alerts.

MCP server providing personalized greetings with AI-powered tools using Spring Boot and Spring AI

Read-only Kubernetes MCP server: inspect resources, logs, events, and metrics. Secrets are masked.

MCP server for Drone CI/CD with 47 tools for build, repo, secret, user, template and cron management

Search npm packages, get live registry data, and compare alternatives. No API key needed.

Convert web pages to clean, LLM-optimized Markdown. No browser needed.

MCP server for ZenML - browse stacks, pipelines, runs, artifacts & trigger pipeline runs via API