MCP Servers Directory
Open-source Model Context Protocol (MCP) servers that let AI assistants and agents use external tools and data. Entries come from the community list awesome-mcp-servers; we have not tested each server, so check the repository before you install one.
mrnh/rigor
Classical hypothesis testing, effect sizes, power and sample-size analysis and multiple-comparisons correction, returned as cited,…
mroops0111/openapi-mcp-gateway
Mount multiple OpenAPI specs or a FastAPI app as MCP servers in one process, exposing GET endpoints as resources and large specs through meta-tools.
mrostamii/rancher-mcp-server
Rancher ecosystem tools: multi-cluster Kubernetes operations, Harvester HCI management (VMs, storage, networks) and Fleet GitOps.
mrslbt/rakuten-mcp
Rakuten API integration for Japan: product search, hotel and travel booking, and recipe lookup.
mrslbt/rippr
Extract YouTube transcripts as clean text, with timestamps, or as structured JSON.
mrslbt/xendit-mcp
Xendit payment gateway for Southeast Asia: invoices, disbursements, balance checks and bank transfers.
mrz1880/mcp-keycloak-admin
Administer Keycloak via its Admin REST API: users, roles, clients, groups, identity providers, federation and events, with a read-only mode.
ms-methos/jsonfabrica-mcp-server
Generate realistic, schema-conformant JSON test data (single documents or relational batches) from reusable templates via the JsonFabrica API.
MS-Teja/Glyphic
Generate architecture, ERD, sequence, flowchart, Gantt and other diagrams from structured JSON as SVG or PNG, without a headless browser.
msaad00/agent-bom
AI supply chain security scanner: discovers MCP clients, scans dependencies for CVEs, maps blast radius to credentials and tools, and generates SBOMs.
mshegolev/gitlab-ci-mcp
GitLab CI/CD pipelines, jobs, schedules, merge requests and files, for GitLab SaaS or self-hosted instances.
mshegolev/jaeger-mcp
Query Jaeger distributed tracing: list services and operations, search and fetch traces, and view service dependencies.
Mtehabsim/ScreenPilot
Control the GUI with mouse and keyboard tools for automation, education and experimentation.
muammar-yacoob/GMail-Manager-MCP
Manage your Gmail inbox in natural language: bulk delete promotions and newsletters, organize labels and get inbox insights.
muend/arcgis-mcp-bridge
Local bridge to ArcGIS Pro's ArcPy engine for geoprocessing, with worker-process isolation and filesystem boundaries.
Muhammed-AbdelGhany/rest_api_mcp
Authenticated calls to any REST API: auto-login, token caching, 2FA/OTP support, Swagger spec fetching and fuzzy endpoint search.
muhannad-hash/git-context-mcp
Explains why code exists by tracing lines back to commits, GitHub PR descriptions and linked issues, plus file history, commit search and…
muhannad-hash/mcp-shield
Pre-install security scanner for MCP servers: detects backdoors, exfiltration code, obfuscation, dangerous execution, prompt injection and supply…
mukul-dutt/mentionsapi-mcp
Check whether AI assistants recommend your brand: mentions, ranks and citations across ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews and…
multimail-dev/mcp-server
Email for AI agents: send and receive as Markdown with configurable human oversight (monitor, gate or fully autonomous).
mumez/pharo-smalltalk-interop-mcp-server
Pharo Smalltalk integration: code evaluation, class and method introspection, package management, test execution and project installation in Pharo…
munimtechnologies/munim-computer-use
Accessibility-first computer use on macOS, Windows and Linux: element IDs instead of pixels, background input, a pointer overlay and its own Chrome…
murzin-ml/mcp-ps-store
PlayStation Network gaming history (playtime, trophies, purchased library) for game recommendations based on what you played.
musajala/musajala-mcp
Collaborative Arabic poetry arena and Poetic Equity protocol connecting AI agents with human poets.
musepy/genable
Build and edit Figma designs: JSX-like tree creation, variables and tokens, components, cross-page navigation and screenshot-based visual…
musevate/MCP
Generate video from prompts, images or reference images across AI video models (Sora, Veo, Kling, Seedance and more), with cost quotes before…
musharna/data-aggregator-mcp
Search and fetch research datasets across Zenodo, DataCite, NCBI and PubMed/OpenAIRE, with DOI deduplication, paper-to-data linking and verified…
musharna/jobd
Self-hostable GPU-aware job broker: dispatch long-running or GPU jobs that outlive the session, route them by VRAM tier and monitor them across…
musharna/plant-genomics-mcp
Plant genomics locus lookup across Ensembl Plants, Phytozome, UniProtKB, KEGG, STRING-DB, NCBI BLAST and more, with batch and cross-source queries.
mutonby/openshorts
Turn long videos into vertical shorts: moment detection, face-tracked 9:16 reframing, captions, dubbing and publishing to TikTok, Instagram and…
muvon/mcp-binance-futures
Binance USDT-M Futures trading: market data, account state, order management and position and margin control.
muvon/octocode
Semantic code indexer with a GraphRAG knowledge graph: index a codebase and search it in natural language to understand its architecture.
mvtandas/wp-cli-mcp
WordPress management via WP-CLI, locally or over SSH: themes, plugins, posts, menus, users, database, scaffolding and cache.
MWGMorningwood/Central-Memory-MCP
Workspace-grounded knowledge graph shared by multiple developers, hosted on Azure Functions with Table storage.
MyAgentHubs/aimemo
Local, dependency-free memory server shipped as a single binary.
myelixlabs/synapse-mcp
Convert a codebase into a local AST knowledge graph that gives coding agents structural context for navigation and refactoring.
MyMedi-AI/mymedi-ai-mcp-server
Healthcare billing: ICD-10, CPT and HCPCS code lookup, prior authorization prediction, claims validation, denial-risk scoring and HIPAA compliance…
mzxrai/mcp-openai
Chat with OpenAI models.
n24q02m/mnemo-mcp
Persistent memory with SQLite hybrid search (FTS5 and semantic), built-in Qwen3 embeddings and rclone sync across machines.
n24q02m/wet-mcp
Web search via embedded SearXNG, content extraction and library docs indexing with hybrid FTS5 and semantic search using built-in Qwen3 embeddings.
n8daniels/RulesetMCP
Keeps agents grounded in project rules: query coding standards, validate snippets and get task-specific guidance from version-controlled rule files.
nach-dakwale/instadomain-mcp
Domain registration: check availability, buy domains via Stripe or x402 and auto-configure Cloudflare DNS.
nagameTW/mcp-server-malcolm
Malcolm threat hunting: search and aggregate network traffic, query Suricata alerts, browse Arkime sessions and resolve NetBox assets. Read-only by…
Nagarjuna2997/ios-agent-skill
Swift code reviews, local Apple references and app scaffolding, plus simulator tools on macOS with Xcode.
najaeda/naja-scope
Explore elaborated SystemVerilog/Verilog designs (RTL or gate-level netlists) with najaeda: trace fan-in/fan-out, walk module hierarchy and jump to…
NAJEMWEHBE/unreal-ai-connection
Unreal Engine 5.7 editor automation via a native plugin and local TCP bridge.
NakaokaRei/swift-mcp-gui
Execute commands such as keyboard input and mouse movement.
nakulben/whatsapp-mcp
Manage WhatsApp Business message templates via the Meta Cloud API: create, validate and send all template types, including carousel, catalog and…
nalediym/touch-grass
Nudges you to take outdoor breaks based on local weather, sunset timing and session streaks, with activity suggestions and stats.
NameetP/pdfmux
PDF extraction router that classifies each page and routes it to PyMuPDF, Docling, OCR or an LLM fallback, re-extracting pages with low confidence…
namixai/funding-mcp
Perpetual funding-rate data and cross-exchange funding arbitrage across many venues, including HIP-3 sub-DEXes, with x402-paid signals.
namixai/signer-mcp
Keyless CEX/DEX signing for trading agents: keys stay in an AWS Nitro Enclave and agents get policy-bounded signatures for Binance, OKX, Bybit and…
nanana-app/mcp-server-nano-banana
Image generation with Google Gemini's Nano Banana model.
nandhakumar-murugan/gemini-antigravity-bridge
Bidirectional bridge between Gemini Spark and the Antigravity IDE: coding subagent dispatch, shared memory, local file operations and Spark app…
nangman-infra/touch-browser
Evidence-grounded web research: verify claims on pages with citations, confidence bands and policy reports, and synthesize multi-page sessions.
Narasimhaponnada/mermaid-mcp
Mermaid diagram generation (flowcharts, sequence, class, ER, architecture and state diagrams) with templates, layout engines and SVG/PNG/PDF export.
narekmalk/safedb-mcp
Safe, read-only database access with SQL guardrails, table allowlists, PII masking and audit logs.
narumiruna/gitingest-mcp
Convert any Git repository into a text digest of its codebase using gitingest.
narumiruna/yfinance-mcp
Get Yahoo Finance data using yfinance.
NasserAlbusaidi/macrofactor-mcp
Combines MacroFactor nutrition data with Garmin training data for recovery checks, daily briefings, weekly reports and nutrition-performance…
Natden444/pickanagency-mcp
Search marketing agencies and get matched with suitable ones via Pick an Agency.
natiixnt/redcon
Deterministic repository context packing for coding agents: selects, compresses, caches and budgets only the files a task needs, without an LLM in…
naveenayalla1-CS50/mcp-server-toolkit
Developer toolkit: semantic code search, natural-language database queries, docs indexing and OpenAPI introspection.
NavinAgrawal/mcp-broker
Local MCP broker exposing one client entry that routes to many upstream MCP servers, with profile gates, lifecycle management and mutating-tool…
nazar256/memheaven
Self-hosted, remotely accessible shared long-term memory for AI agents.
NazarKalytiuk/tarn
API testing tool with YAML tests and structured JSON failures agents can act on: run, validate, inspect, rerun failed tests and get fix plans.
nckhemanth0/subscription-tracker-mcp
Subscription management with Gmail and MySQL integration.
ncosic/logimu-shopping-mcp
Amazon (US, UK, DE, CA, AU) and Walmart shopping data: ranked product shortlists, current prices, stock, ratings and 30-day price and BSR history.
ncosic/webotee-mcp
Read-only Amazon market intelligence from Webotee: brands, sellers, ASINs, under-competed niches, buy-box history and Amazon/Walmart overlap.
ndjordjevic/pinrag
RAG over PDFs, YouTube videos, GitHub repos and Discord exports: index documents and query them with citations.
ndthanhdev/mcp-browser-kit
Interact with your local browsers.
Nebula-Block-Data/nebulablock-mcp-server
Access the full NebulaBlock API.
Neem2004/android-mcp-server
ADB-based Android access: read-only logcat, UI hierarchy, package listing and allowlisted shell commands.
negm17111995/mcp-server
MAQAMI hotel and flight search with live rates and hotel details, then a secure checkout link on book.maqami.co.
negoro26/mcp-taiga
Taiga project management: issues, user stories, tasks, epics, sprints, comments, attachments and wiki via a compact set of tools.
neilberkman/editorconfig_mcp
Formats files using .editorconfig rules so AI-generated code follows project formatting standards.
Neo1228/spring-boot-starter-swagger-mcp
Turn a Spring Boot application into an MCP server by reusing its existing Swagger/OpenAPI documentation.
neo4j-contrib/mcp-neo4j
Neo4j integration: run queries, use Neo4j as knowledge graph memory and manage Neo4j Aura instances.
neondatabase/mcp-server-neon
Create and manage Postgres databases with Neon Serverless Postgres.
neptun2000/heor-agent-mcp
Health economics and outcomes research: literature search across PubMed, NICE, CADTH, ICER and more, cost-effectiveness modeling and HTA dossier…
nesquikm/mcp-rubber-duck
Bridge to multiple OpenAI-compatible LLMs for rubber duck debugging: explain a problem to several AI ducks and get different perspectives.
netanelavr/trading-mcp
Local stock research: screening, fundamentals, insider trades, options and Reddit sentiment, and AI news analysis.
netdata/netdata#Netdata
Discovery, exploration, reporting and root cause analysis over Netdata metrics, logs, systems, containers, processes and network connections.
neufagents/mcp-triage
Diagnose and fix MCP client config files: broken JSON, commands missing from PATH, missing env vars, relative paths, transport mismatches and config…
Neverlow512/agent-droid-bridge
Control Android devices and emulators via ADB: UI inspection, screen interaction, ADB commands and change detection.
newsagentdata/newsagent-mcp
Real-time news with ML enrichment: urgency scoring, political lean and event clustering across many countries.
Newscatcher/catchall-mcp
Recall-first web search that finds relevant events across the open web, beyond the top results.
NexusFeed/nexusfeed-mcp
US liquor license lookup (CA, TX, NY, FL): search by trade name, owner or license number and verify status, expiration and address against state…
nexusforge-tools/mcp-eu-finance
European financial data: ECB rates, plus Eurostat inflation, GDP and unemployment by EU country.
nfemmanuel/iranti
Persistent shared memory for coding agents: facts stored as entity/key/value triples with hybrid semantic search, task checkpoints and conflict…
ng-galien/maket
Local-first design workspace: compose wireframes and branded multi-page HTML/CSS docs with live preview, brand and asset libraries, validation and…
nguyenvanduocit/all-in-one-model-context-protocol
Developer toolkit: Confluence, Jira, GitLab, YouTube channel management, email, calendar, script execution, knowledge-base RAG and URL fetching.
nguyenvanduocit/jira-mcp
Atlassian Jira operations: issue management, sprint planning and workflow transitions.
nh4ttruong/secobserve-mcp
SecObserve vulnerability and license management: triage observations, manage products and rules, import scan reports and SBOMs, run scans and…
nhantour/inferenceview-mcp
Preflight x402 and MCP resources before payment and fact-check claims before an agent acts, with local wallet keys and USDC settlement on Base.
ni-c/audiobookshelf-mcp
Browse an Audiobookshelf library, query listening history and stats, and sync progress, bookmarks, collections and playlists, with optional…
ni-c/caldav-mcp
Events, tasks and journal entries on any CalDAV server (Radicale, Nextcloud, Fastmail, iCloud), with a calendar allowlist and approval for series…
ni-c/calibreweb-mcp
Read-only access to a self-hosted Calibre-Web or Calibre-Web Automated ebook library via OPDS: search, shelves, covers and per-format download links.
ni-c/carddav-mcp
Contacts, groups and photos on any CardDAV server (Radicale, Baikal, Nextcloud, Fastmail, iCloud), with ETag-guarded writes and an address book…
ni-c/freshrss-mcp
Read and manage a self-hosted FreshRSS instance: feeds, categories, labels, articles, read and star state, and OPML import and export.