MCP Servers

Connect your agent to docs, search, browsers and your stack with the Model Context Protocol. Every entry links to its source.

Filters apply to the current page.

godot-mcp-runtime

Control running Godot 4 games via an injected bridge: input simulation, screenshots, UI discovery and live GDScript execution.

Frontend

★ 96

jira-mcp

Atlassian Jira operations: issue management, sprint planning and workflow transitions.

Planning & architecture

★ 96

membase-mcp

Save and query agent memory in a distributed way with Membase.

Data & backend, Codebase understanding

★ 96

legion-mcp

Multi-database access for PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, SQL Server, BigQuery, Oracle and SQLite.

Data & backend

★ 95

mcp-cn-commerce

Read-only merchant data from Tmall/Taobao, JD.com, Pinduoduo, Douyin, Kuaishou, Xiaohongshu and WeChat Store: orders, products, inventory and ad reports.

Codebase understanding

★ 95

a11ymcp

Test URLs and HTML for WCAG 2.0/2.1/2.2 compliance using axe-core, including color contrast, ARIA validation and orientation lock detection.

Testing & debugging

★ 94

gitlab-mr-mcp

Interact with issues and merge requests in your GitLab projects.

Codebase understanding

★ 94

OPNSenseMCP

Manage and interact with the OPNsense open source firewall in natural language.

★ 94

chess-mcp

Access Chess.com player data, game records and other public information.

★ 92

coincap-mcp

Real-time cryptocurrency prices and market information from CoinCap's public API.

★ 92

meta-ads-mcp

Meta Marketing API: manage Facebook and Instagram ad campaigns, audiences, creatives, insights, catalogs and automated rules.

Business work

★ 92

PhpCodeArcheology

PHP static analysis: code quality metrics, problem detection, refactoring priorities, dependency graphs, git hotspots, test coverage and impact analysis.

Testing & debugging, Codebase understanding

★ 92

anilist-mcp

Anime and manga information from the AniList API.

★ 91

claude-soul

Learning engine for Claude Code: extracts signals from sessions, runs periodic reflections and promotes or retires behavioral frameworks based on evidence.

Documentation

★ 91

mcp-monitor

Real-time system metrics: CPU, memory, disk, network, host and process information.

Deployment & ops, Codebase understanding

★ 91

lucidity-mcp

Improve AI-generated code quality with prompt-based analysis across 10 dimensions, from complexity to security vulnerabilities.

Review & security

★ 90

mcp-openapi

Discover and explain OpenAPI specifications and generate code or mock data from them.

★ 90

mcp-server

Retrieve context from your Ragie knowledge base, connected to sources like Google Drive, Notion and Jira.

Planning & architecture, Business work

★ 90

mindpilot-mcp

Visualize code, architecture and other concepts as Mermaid diagrams in a locally hosted web app.

Planning & architecture

★ 90

pyATS_MCP

Structured, model-driven interaction with network devices via Cisco pyATS.

★ 90

tela

Self-hostable Markdown team wiki that agents can search, read and write, plus Atlas, which generates a cited wiki from git repos and Jira.

Documentation, Codebase understanding

★ 90

altium-designer-mcp

Build and maintain Altium Designer component libraries: read and write .PcbLib footprints and .SchLib symbols, with IPC-7351B footprints and STEP models.

Frontend, Content creation

★ 89

Arthor-Agent

Cybersecurity assessment of documents, questionnaires and reports: multi-format parsing, RAG knowledge base, risks, compliance gaps and remediations.

Codebase understanding

★ 89

code-to-tree

Convert source code into an AST, regardless of language.

★ 89

DocSentinel

Automate cybersecurity assessment of documents, questionnaires and reports to surface risks, compliance gaps and remediations, using a RAG knowledge base.

Codebase understanding

★ 89

optuna-mcp

Orchestrate hyperparameter search and other optimization tasks with Optuna.

Documentation, Planning & architecture

★ 89

orcaslicer-mcp

Drive a running OrcaSlicer 3D-printing slicer: load models, tune settings, slice, compare variants and render the plate, with an offline settings reference.

★ 89

pond

Lossless archive and search for AI agent sessions across clients.

Documentation

★ 89

tasty-agent

Trade on Tastytrade via the Tastyworks API.

★ 89

copilot-money-mcp

Read and manage Copilot Money data: transactions, budgets, accounts, recurring charges, investments and goals, with local reads and opt-in writes.

Content creation

★ 88

fantasy-football-manager

ESPN fantasy football tools: draft simulations, lineup recommendations and browser actions within configurable user limits.

Frontend

★ 88

multi-ai-advisor

Query multiple Ollama models and combine their responses for diverse perspectives on a single question.

Data & backend

★ 88

notebooklm-mcp-secure

Security-hardened Google NotebookLM access: session-based conversations, notebook library management and source-grounded answers, with post-quantum encryption.

Review & security

★ 88

robrain

Self-hosted decision memory for coding agents: captures architectural decisions and rejected alternatives, and warns before a rejected approach is re-proposed.

Codebase understanding, Planning & architecture

★ 88

svgmaker-mcp

Generate and edit SVGs via natural language, with real-time updates and secure file handling.

★ 88

tsgram-mcp

Use Claude with local workspace access from Telegram on your phone: read, write and code on the go.

Content creation

★ 88

airtable-mcp

Airtable integration: query, create, update and delete records, manage bases, tables and schemas, filter records and migrate data.

Data & backend

★ 87

contextmcp

Self-hosted documentation indexer that serves docs from various sources to agents with semantic search.

Documentation, Codebase understanding

★ 87

cybersec-toolkit

Install a large security toolset and discover and run it through an authorization-gated server for CTF, pentesting, bug bounty and DFIR.

Review & security

★ 87

naver-search-mcp

Naver Search API integration: blog, news and shopping search plus DataLab analytics.

Data & backend, Documentation

★ 87

open-feishu-mcp-server

Feishu document management with built-in Feishu OAuth: create blocks, update content and more.

Content creation

★ 87

repo-graph

Structural codebase graph: scans entities, relationships and feature flows across languages so LLMs navigate by structure instead of grepping.

Codebase understanding

★ 87

unitree-go2-mcp-server

Control the Unitree Go2 robot with natural language commands interpreted by an LLM.

★ 87

mcp-wolframalpha

Access computational knowledge and data via the Wolfram Alpha API.

★ 86

patent-literature-search-mcp

Natural-language patent and scientific literature search via Patsnap: semantic and BM25 search, structured filters and record retrieval.

Documentation

★ 86

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 scores.

Documentation

★ 86

AuraSDK

Persistent, encrypted cognitive memory that works offline.

Review & security, Codebase understanding

★ 85

gin-mcp

Zero-configuration Go library that exposes existing Gin web framework APIs as MCP tools.

★ 85

gnucash-mcp

Multi-currency double-entry accounting on local GnuCash books: transactions, invoices, bills, budgets, investment lots, reconciliation and reports.

Codebase understanding, Business work

★ 85

keboola-mcp-server

Interact with the Keboola Connection data platform: list and access data from the Keboola Storage API.

★ 85

mcp

Real-time and historical financial market data from the Twelve Data APIs.

Business work

★ 85

mcp-gateway

MCP gateway with single-port multiplexing and meta-tools that replace individual tool registrations, plus hot-reloadable capabilities and OpenAPI import.

★ 85

proton-mail-bridge-client

Local-first Proton Mail MCP server and CLI via Proton Mail Bridge: search, read, draft, send, triage threads, answer calendar invitations, reply reminders,

Data & backend, Documentation

★ 85

xcodebuild

Build iOS Xcode workspaces or projects and feed errors back to the LLM.

★ 85

MikroMCP

Manage MikroTik RouterOS devices: interfaces, firewall, DHCP, DNS, routes, WireGuard, WiFi, BGP/OSPF and VLANs, with dry-run previews, RBAC and rollback.

★ 84

VMware-AIops

VMware vSphere/vCenter management: VM lifecycle, deployment, guest operations, snapshots and clusters, with confirmation gates, dry-run mode and audit logging.

Deployment & ops, Review & security

★ 84

DecisionNode

Record development decisions as structured JSON with Gemini embeddings and search them semantically from a local store shared across AI tools.

Documentation

★ 83

kokoro-tts-mcp

Text-to-speech with the open-weight Kokoro TTS models, saving MP3s locally or uploading them to an S3 bucket.

Content creation

★ 83

asc-mcp

Manage App Store Connect apps, builds, TestFlight, subscriptions, reviews and more via its API.

★ 82

mcp_zoomeye

Query network asset information from ZoomEye.

Data & backend

★ 82

mcp-server-multiverse

Middleware that runs multiple isolated instances of the same MCP servers side by side with unique namespaces and configurations.

★ 82

bing-search-mcp

Web search using the Microsoft Bing Search API.

Documentation

★ 81

imessage-query-fastmcp-mcp-server

Safe access to the iMessage database to query and analyze conversations, with phone number validation and attachment handling.

Data & backend

★ 81

ai-vision-mcp

Image, video and object-detection analysis with Google Gemini and Vertex AI for UI/UX evaluation, visual regression testing and interface understanding.

Testing & debugging, Frontend

★ 80

auto-mobile

Android automation tool suite for developer workflows and testing.

Testing & debugging, Planning & architecture

★ 80

fantasy-pl-mcp

Real-time Fantasy Premier League data and analysis.

★ 80

mcp-server

QuantConnect API access: create projects, backtest strategies, manage collaborators and deploy live trading.

Deployment & ops

★ 80

Network-AI

Multi-agent orchestration with a race-condition-safe shared blackboard, agent spawning, FSM transitions, budget and token tracking, and audit logs.

Review & security, Planning & architecture

★ 80

codemem

Persistent coding memory across sessions, machines and teammates, with memory search, optional sync, project sharing and automatic capture.

Documentation, Codebase understanding

★ 79

discourse-mcp

Discourse forum integration: search topics, read posts, manage categories and tags, discover users and interact with communities.

Documentation

★ 79

google-health-mcp

Local-first access to the Google Health API for Fitbit and Pixel Watch activity, sleep, heart, nutrition and reconciled health data.

★ 79

mijia-control

Control Xiaomi/Mijia smart home devices (lights, AC, heaters, robots, cameras), with a web dashboard, REST API, CLI, energy monitoring and automation rules.

Deployment & ops

★ 79

emem

Signed geospatial facts with citable receipts for place-based questions: elevation, land cover, surface water, vegetation and built-up areas.

★ 78

imagen3-mcp

Generate images from text prompts with Google's Imagen 3 API, with photography, artistic and photorealistic controls.

Content creation

★ 78

mcp-server-atlassian-jira

Atlassian Jira Cloud: work with projects, issues, comments and related development information.

Planning & architecture

★ 78

onchain-mcp

Interact with smart contracts and query transaction and token information via the Bankless Onchain API.

Data & backend

★ 78

vscode-tailwindshades

Tailwind CSS palettes (50–950) from any color for Tailwind v4, v3, v2 and v1, computed in OKLCH, plus the closest Tailwind color to any color.

Frontend

★ 78

bitcoin-mcp

Interact with Bitcoin: generate keys, validate addresses, decode transactions and query the blockchain.

Data & backend

★ 77

mcp-swagger-server

Converts OpenAPI/Swagger specifications to MCP format so AI assistants can call REST APIs.

★ 77

pagespeed-insights-mcp

Google PageSpeed Insights, CrUX and Lighthouse analysis: page comparison, real-user data, batch runs, regression tracking, diagnostics and recommendations.

★ 77

SmartDB_MCP

Connect to multiple databases at once (MySQL, PostgreSQL, SQL Server, MariaDB, Dameng, Oracle) for operations, health analysis and SQL optimization.

Data & backend

★ 77

Cortex

Neuroscience-inspired memory for Claude Code on PostgreSQL/pgvector: decay, consolidation, a predictive-coding write gate and lifecycle hooks.

Data & backend, Codebase understanding

★ 76

mcp-hn

Search Hacker News, get top stories and more.

Documentation

★ 76

nocodb-mcp-server

NocoDB database integration with read and write capabilities.

Data & backend, Content creation

★ 76

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Setup instructions and compatibility are compiled from publisher docs and community reports, not hands-on testing, unless a step is marked Tested. Check the source before relying on a setup.