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.

modbus-mcp

Standardize and contextualize industrial Modbus data.

★ 26

oss-autopilot

Open source contribution manager: PR tracking across repos, issue discovery, CI failure diagnosis and maintainer response drafting.

Codebase understanding

★ 26

selvedge

Change tracking for codebases: agents log structured change events with diff and reasoning, then query them via diff, blame, history and search.

Data & backend, Documentation

★ 26

strava-mcp

Access data from Strava, the exercise-tracking app.

★ 26

warden-mcp

Manage Bitwarden and Vaultwarden vaults via the bw CLI: search, create, edit and organize logins, notes, cards, identities, SSH keys, folders and Sends.

Documentation

★ 26

x402-list-mcp

Find and vet x402 payment APIs in the x402-list directory: search and rank services, check uptime, health, per-endpoint prices and on-chain settlement volume.

Documentation, Business work

★ 26

agentlens

Tamper-evident AI agent observability: hash-chained audit log with verification and signed export (EU AI Act Art.

Deployment & ops, Review & security

★ 25

artifact-site

One place for every AI agent's pages and docs: publish HTML, build folders, ZIPs and PDFs as sandboxed, versioned share links, then search, read and update

Documentation

★ 25

callcenter.js-mcp

Make phone calls using VoIP/SIP and OpenAI's Realtime API, and observe the transcript.

Deployment & ops

★ 25

codex-mcp

Real-time enriched blockchain and market data across many networks via the Codex API.

★ 25

desktop-touch-mcp

Windows desktop automation with entity-based actions instead of coordinate clicks, using UIA, CDP, screenshots, keyboard, mouse, clipboard and terminal control.

★ 25

dsh-novel-writer

Offline novel-writing toolkit for Chinese web-novel authors: chapter stats, style checks, plot-thread tracking, continuity audits and semantic search.

Review & security, Documentation

★ 25

fidelis

Local-first memory with verbatim recall, querying, health checks and context-sensitive orientation, using LLM-free retrieval by default.

Data & backend, Codebase understanding

★ 25

fritzbox-mcp-server

Control AVM FRITZ!Box routers: manage devices, Wi-Fi, network settings and parental controls, and schedule time-delayed actions.

★ 25

mcp-server-sqlalchemy

Generic database (DBMS) connectivity via SQLAlchemy using pyodbc.

Data & backend

★ 25

mcp-swiss

Swiss open data: transport, weather, geodata, companies, parliament and more.

★ 25

mcp-time

Time and date utilities with natural-language input, multiple formats and timezone conversion.

★ 25

memo

Local-first semantic memory: hybrid search, Markdown storage, MLX or CPU embeddings, contradiction detection, time-travel history and cross-machine git sync.

Documentation, Codebase understanding

★ 25

memory-mcp-1file

Persistent semantic and graph-based agent memory in a single self-contained binary with embedded database and models.

Data & backend, Codebase understanding

★ 25

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 tab group.

★ 25

olostep-mcp-server

Web scraping, crawling and search API: extract content as Markdown or JSON, batch-process URLs and get answers with citations.

Documentation, Content creation

★ 25

overseerr-mcp

Media discovery, requests and management via Overseerr and Seerr for Plex, Jellyfin and Emby.

★ 25

ozon-mcp

Ozon Seller and Performance APIs with auto-pagination, rate-limit handling and analytical workflows for stock-out risk, content audits and prices.

Data & backend, Review & security

★ 25

rag-rat

Local repo intelligence: hybrid BM25/vector search, a tree-sitter code graph, queryable git and GitHub history, and persistent source-anchored memories.

Data & backend, Documentation

★ 25

serveMyAPI

Securely store and access API keys across projects using the macOS Keychain.

★ 25

stadiamaps-mcp-server-ts

Stadia Maps location APIs: geocode addresses and places, find time zones, and create routes and static maps.

★ 25

Telebrief

Self-hosted digests of your Telegram channels over MCP: AI summaries, the last digest and raw per-channel messages, with OpenAI, Anthropic or Ollama.

★ 25

yandex-lavka-mcp

Unofficial Yandex Lavka (Russia) grocery ordering: search the catalog, build a cart and place orders with two-step confirmation before any charge.

Documentation

★ 25

agent-tool

Encoding-aware file read/edit for coding agents with indentation conversion and .editorconfig support, plus SSH, SFTP, process management and system utilities.

★ 24

agentdeals

Search developer infrastructure deals, free tiers and startup programs, compare vendors, plan stacks and track pricing changes.

Deployment & ops, Documentation

★ 24

any-cli-mcp-server

Turn any CLI tool with --help output into an MCP server, with caching.

★ 24

ARBuilder

Code generator for Arbitrum: Stylus smart contracts, SDK bridging, full-stack dApps and Orbit chain deployment, backed by RAG over Arbitrum documentation.

Deployment & ops, Documentation

★ 24

arcgis-mcp-bridge

Local bridge to ArcGIS Pro's ArcPy engine for geoprocessing, with worker-process isolation and filesystem boundaries.

★ 24

codex-mcp-tool

Connect an IDE or AI assistant to Codex CLI for code analysis and editing, with support for multiple models.

★ 24

cortex

Local-first developer knowledge graph: watches project files, extracts entities and relationships with LLMs, and offers queries, a web dashboard and a CLI.

Documentation, Codebase understanding

★ 24

dbconvert-streams-public

Read-only SQL across PostgreSQL, MySQL, S3-compatible storage and Parquet/CSV/JSON files, with cross-source joins federated by DuckDB.

Data & backend

★ 24

growthbook-mcp

Create and interact with GrowthBook feature flags and experiments.

★ 24

jarvis-orb

Four-tier memory (episodic, semantic, project, procedural) with temporal scoring, contradiction detection, entity tracking and a desktop visualization orb.

Codebase understanding

★ 24

mailchimp-mcp-server

Mailchimp Marketing API: manage campaigns, audiences, reports, automations, landing pages, e-commerce data and batch operations.

Codebase understanding, Business work

★ 24

mcp-chess

Chess opponent that plays against LLMs.

★ 24

mcp-postgres-server

Access PostgreSQL databases, including those behind an SSH bastion.

Data & backend

★ 24

mcp-server-tidb

TiDB database integration with schema inspection and query capabilities.

Data & backend

★ 24

mobsf-mcp-server

Static and dynamic analysis of Android and iOS apps with MobSF.

★ 24

NOUZ-MCP

Semantic knowledge graph for Obsidian with graph, classification and hierarchy modes, local embeddings, semantic bridge discovery and drift detection.

Codebase understanding

★ 24

prompt-to-asset

Generate app icons, favicons, OG images, logos and wordmarks across many image models, validating contrast, text accuracy and palette before returning.

Content creation

★ 24

quickchat-ai-mcp

Expose your Quickchat AI agent as an MCP server, giving AI apps real-time access to its knowledge base and conversational capabilities.

★ 24

reaper-daemon

Drive the REAPER DAW over a local file bridge: read plugins and parameters, set FX values, write automation and measure mix changes, all inside undo blocks.

Content creation

★ 24

repopilot

Local, deterministic review of Git changes for coding agents: weakened tests and CI gates, security boundaries, blast radius.

Testing & debugging, Review & security

★ 24

semantic-scholar-mcp

Semantic Scholar academic papers: search, paper and author retrieval, citation-graph traversal and recommendations.

Documentation

★ 24

srunx

Submit SLURM jobs, run YAML workflows, monitor GPU resources, manage SSH profiles and sync files with local or SSH-remote HPC clusters.

Testing & debugging, Deployment & ops

★ 24

statelessagent

Local agent memory with provenance tracking that detects when sources change, plus session handoffs, decision records, semantic search and a knowledge graph.

Documentation, Codebase understanding

★ 24

t2000

Non-custodial DeFi banking for AI agents on Sui: save, borrow, invest, exchange, send and pay, with yield optimization across NAVI, Suilend and Cetus.

★ 24

transcriptor-mcp

Get transcripts and metadata for summarization and content analysis.

Content creation

★ 24

weather-mcp-server

Real-time weather forecasts and current conditions for any location via WeatherAPI.com.

★ 24

weblate-mcp

Weblate translation management: translation tasks, project management and content discovery with format transformations.

Planning & architecture, Content creation

★ 24

world-model-mcp

Temporal codebase knowledge graph that links test failures to code changes, learns co-edit patterns, predicts regression risk and enforces edit constraints.

Testing & debugging, Codebase understanding

★ 24

agent-droid-bridge

Control Android devices and emulators via ADB: UI inspection, screen interaction, ADB commands and change detection.

Frontend

★ 23

aidemo

Turn a storyboard JSON into a narrated, captioned product-demo MP4 (TTS voiceover, Whisper captions, auto-zoom) via Chrome replay and ffmpeg.

Content creation

★ 23

AIM-Guard-MCP

Security-focused safety guidelines and content analysis for AI agents.

Review & security, Content creation

★ 23

celiums-memory

Cognitive memory engine with knowledge modules, circadian rhythm awareness, emotional state tracking, hybrid PostgreSQL/Qdrant search and per-user isolation.

Data & backend, Documentation

★ 23

chart-library-mcp

Find similar historical stock chart patterns by ticker and date or screenshot, with forward returns, regime analysis and trade simulation.

★ 23

claude-faf-mcp

Persistent project context in the .faf (Foundational AI-context Format), with project DNA and Podium scoring.

★ 23

colab-mcp

Control Google Colab notebooks and assign GPUs (T4/L4/A100).

★ 23

dbt-docs-mcp

dbt-core (OSS) project metadata, model and column-level lineage, and dbt documentation.

Documentation

★ 23

delimit

API governance: detects breaking changes between OpenAPI/Swagger spec versions using configurable policy rules, with structured pass/fail verdicts.

★ 23

domain-suite-mcp

Domain lifecycle management across Porkbun, Namecheap, GoDaddy and Cloudflare: availability, registration, DNS, SSL, email auth (SPF, DKIM, DMARC) and WHOIS.

Business work

★ 23

gqai

Generate an MCP server from tools defined as regular GraphQL queries and mutations.

★ 23

JotDown

Create and update Notion pages and auto-generate mdBooks from structured content.

Content creation, Business work

★ 23

kivgraph

Local code graph for coding agents: find code by intent, follow callers and references, inspect blast radius and trace dependencies across repositories.

Codebase understanding

★ 23

mac-monitor-mcp

Identifies resource-intensive processes on macOS and suggests performance improvements.

Deployment & ops

★ 23

mcp-gateway

Meta-server that reduces Claude Code tool bloat via progressive disclosure, auto-starting Playwright and Context7 and provisioning MCP servers on demand.

★ 23

mcp-ipfs

Upload to and manipulate IPFS storage.

★ 23

mcp-retrieval

Read-only web search via DuckDuckGo Lite, image search via Bing Images and page-to-Markdown scraping with a readability extractor.

Documentation, Content creation

★ 23

mediawiki-mcp-server

Connect to any MediaWiki wiki (Wikipedia, Fandom, corporate wikis) to search, read and edit pages, analyze links, view revision history and convert to Markdown.

Documentation

★ 23

memory-mcp

Store and retrieve conversation memories from multiple LLMs in MongoDB, with timestamps and LLM identification.

Data & backend, Codebase understanding

★ 23

mnemos

Persistent memory for coding agents storing architecture decisions, bug root causes and conventions, with full-text search and token-budgeted context assembly.

Documentation, Codebase understanding

★ 23

opentk-mcp

Search Dutch Parliament (Tweede Kamer) documents, debates, activities and legislative cases, based on the OpenTK project.

Documentation

★ 23

posthive

Schedule and manage social media posts on Bluesky, Threads, Instagram, LinkedIn, Mastodon, YouTube, X, Discord and more, with a draft-first workflow.

Planning & architecture, Content creation

★ 23

unity-ai-bridge

Control the Unity Editor from AI coding tools via file-based IPC.

★ 23

wet-mcp

Web search via embedded SearXNG, content extraction and library docs indexing with hybrid FTS5 and semantic search using built-in Qwen3 embeddings.

Documentation, Codebase understanding

★ 23

attestable-mcp-server

Demonstrates remote attestation of an MCP server running in a Gramine TEE via RA-TLS, so clients can verify the server before connecting.

★ 22

DragonMCP

Greater China local services: Meituan/Ele.me delivery, Didi ride-hailing, WeChat Pay/Alipay, Amap/Baidu Maps, 12306 rail and Taobao/JD shopping.

★ 22

encode-toolkit

Search, download, track and analyze functional genomics experiments from the ENCODE Project.

Documentation

★ 22

fermat-mcp

Math engine combining SymPy, NumPy and Matplotlib for symbolic algebra, numerical computing and data visualization.

★ 22

founders-os

Self-hosted business context: CRM, checkpoints, automation triggers, financial ledger, tasks, playbooks, news feeds, projects and semantic memory.

Codebase understanding, Business work

★ 22

infrawise

Cloud infrastructure analysis: detect IaC drift, missing indexes, security gaps and performance anti-patterns across AWS services and databases.

Deployment & ops, Data & backend

★ 22

maple

Frontend review on deployed previews.

Deployment & ops, Frontend

★ 22

mcp-server-templates

Unified MCP platform that connects many apps, tools and services behind one interface.

★ 22

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 source.

Frontend

★ 22

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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.