MCP Servers

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

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cardano-mcp

Cardano wallet interactions: submit transactions, fetch addresses, read UTxOs, check balances, resolve ADAHandles and check stake delegation.

Documentation

★ 4

cc-sensei

Explore Claude Code's source as queryable architecture modules: trace cross-cutting concerns, search patterns and read source code locally.

Data & backend, Documentation

★ 4

cinderwright-api

x402 discovery hub: search engine for agent services, paid with USDC on Base via x402.

Documentation

★ 4

cloud-cost-mcp

Compare real-time cloud instance prices across AWS, Azure, GCP and OCI, with workload calculators and migration savings estimates.

★ 4

coinrithm-agent-trading

Paper-trade crypto spot, futures and prediction markets on CoinRithm with simulated funds and a public Agent Arena.

★ 4

content-distribution-mcp

Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, LinkedIn, Medium and Twitter, adapted per platform with idempotent state.

Codebase understanding, Content creation

★ 4

coolify-mcp

Manage self-hosted Coolify PaaS: deployments with verified builds, app diagnostics, database backups, offline docs search and confirmed destructive actions.

Deployment & ops, Data & backend

★ 4

cosmergon-agent

Economy simulation for AI agents based on Conway's Game of Life, with an energy currency, a marketplace and benchmark reports.

Codebase understanding

★ 4

cpp26-adapter

C++26 paper reference backing a Claude Code plugin: paper lookup, fuzzy search and compiler support status over the ISO/IEC 14882:2026 corpus.

Documentation

★ 4

crafty-mcp

Manage Minecraft servers via the Crafty Controller 4 API: start, stop, back up, send commands and manage files, schedules, webhooks and users.

★ 4

creative-claw-marketplace

Access media models such as Flux 2 Pro, Nano Banana Pro, GPT Image 2, Veo 3.1, Sora 2, Kling and ElevenLabs for image, video, speech, 3D and branded graphics.

Content creation

★ 4

crypto-pegmon-mcp

Track stablecoin peg integrity across multiple blockchains.

★ 4

cryptopolitan-mcp

Cryptopolitan cryptocurrency news, analysis and price predictions: search articles by category or ticker, with built-in attribution.

Documentation

★ 4

cws-mcp

Chrome Web Store extension management: upload, publish, check status, staged rollouts and metadata updates.

★ 4

cyntrisec-cli

Local-first AWS security analyzer that discovers attack paths and generates remediations using graph theory.

Review & security

★ 4

data-aggregator-mcp

Search and fetch research datasets across Zenodo, DataCite, NCBI and PubMed/OpenAIRE, with DOI deduplication, paper-to-data linking and verified downloads.

Documentation

★ 4

dataloupe

Offline tabular data access: describe, preview and query CSV, TSV, JSON, Parquet and Excel files, diff datasets and build an interactive HTML explorer.

Data & backend, Business work

★ 4

dbprint

Committed, offline snapshots of database structure and column statistics: value lists, null rates, joins.

Data & backend

★ 4

deadzone

Offline semantic search over library documentation using a pre-built, version-pinned vector index fetched and verified on first launch.

Documentation, Codebase understanding

★ 4

dealflowpro-mcp-server

Multifamily real estate deal analysis for 2 to 200 unit properties: cap rate, DSCR, cash-on-cash, IRR, deal score, maximum offer price and market data.

★ 4

devops-mcp-webui

Kubernetes operations via kubectl and helm through natural language, integrated with Open WebUI.

Deployment & ops

★ 4

DialectOS

Spanish dialect localization: translate and QA-check text across 25 regional variants with register control, structure preservation and quality gates.

★ 4

dicomweb-mcp-server

Access a DICOMweb archive: search studies, series and instances, inspect metadata, read structured reports, extract PDF text and render frames.

Documentation, Codebase understanding

★ 4

didlogic_mcp

Manage DIDLogic SIP endpoints, numbers and destinations.

★ 4

discomcp

Profiles how you use any MCP server into a reusable, read-only skill: workflows, call chains and each tool's safety class.

Testing & debugging, Planning & architecture

★ 4

docker-mcp-server

Docker container management: health checks, auto-restart, Compose lifecycle and log streaming.

Deployment & ops

★ 4

e2b-sandbox-mcp

E2B cloud sandboxes: create isolated Linux VMs, clone repos, run commands, manage files and perform git operations without touching the local machine.

Codebase understanding

★ 4

easypanel-mcp-server

Control Easypanel deployments, services, environment variables, logs, domains, databases and monitoring, with confirmation for destructive actions.

Deployment & ops, Data & backend

★ 4

eds-mcp-server

Manage Adobe Edge Delivery Services (AEM EDS): preview, publish, bulk operations, content, Core Web Vitals, 404 tracking, A/B experiments and redirects.

Content creation

★ 4

evc-spark-mcp

Search a curated catalog of AI agents, skills, prompts, bundles and MCP connectors.

Documentation

★ 4

fec-mcp-server

Query FEC campaign finance data via the OpenFEC API: search candidates, track donations, analyze spending and monitor Super PAC activity.

Deployment & ops, Data & backend

★ 4

feedthrough

In-page debug bridge for web apps: read the DOM, console logs and network requests and interact with the page, in any browser or Cypress/Playwright run.

Testing & debugging, Frontend

★ 4

france-data-mcp

Cross-references French public registries: FINESS healthcare facilities, RPPS health professionals, INSEE companies and IGN geocoding.

★ 4

gamebrain-api-clients

Search and discover video games on any platform via the GameBrain API.

Documentation, Content creation

★ 4

gemot

Multi-agent deliberation: agents submit positions and vote, then get analysis of cruxes, opinion clusters, bridging statements and consensus.

★ 4

gis-mcp-server

Geospatial tools: geocoding, routing, elevation, spatial analysis and file I/O for Shapefile, GeoJSON and GeoPackage.

★ 4

gmail-mcp

Self-hosted, multi-account Gmail for Claude and Codex over Streamable HTTP, with owner-only OAuth, explicit account aliases, encrypted credentials, and

Review & security

★ 4

govuk-mcp

Search GOV.UK content, retrieve full government pages, look up organisations and resolve UK postcodes to local authorities.

Documentation, Content creation

★ 4

graph-polymarket-mcp

Polymarket prediction market data via The Graph: markets, positions, orders, user activity and real-time odds.

★ 4

gridproof

Renders a frontend with Playwright and audits spacing, gaps and element sizes against a design scale, returning fix hints.

Review & security, Frontend

★ 4

heap-seance

Java memory leak diagnostics via jcmd, jmap, jstat, JFR, Eclipse MAT and async-profiler, with conservative scans, deep forensics and confidence-based verdicts.

Testing & debugging, Codebase understanding

★ 4

hemmabo-mcp-server

Direct booking for vacation rentals: discover a host's domain, verify signed stay offers, check live availability and prices, and book with the host.

★ 4

hird

Query the Hirð compiler (typed actors on the BEAM): type inference, definition lookup, effect rows, IR fragments, actor protocols and supervision graphs.

Data & backend

★ 4

hivelore

Policy gate for agent-written code: briefs agents on repo-specific team rules and blocks commits that reintroduce documented mistakes via Git hooks and CI.

Codebase understanding, Content creation

★ 4

horus-flow-mcp

Crypto and US equity order flow engine for real-time liquidity analysis.

★ 4

hostaway-mcp

Read-only access to Hostaway vacation rental management: listings, reservations, calendar availability, guest conversations and owner financials.

Business work

★ 4

HuaweiAppGalleryMcp

Huawei AppGallery Connect publishing: upload APK/AAB, update metadata and localizations, submit for review, and manage phased rollouts.

★ 4

humanpen-mcp

Document-level AI text humanizer: rewrite whole .docx or .pptx files, selected passages or Turnitin/iThenticate-flagged text in place, preserving formatting.

★ 4

image-tiler-mcp-server

Tile large images and web page captures (via Chrome CDP) so vision models see full resolution, with model-specific token estimates and HTML tile previews.

Documentation, Content creation

★ 4

instadomain-mcp

Domain registration: check availability, buy domains via Stripe or x402 and auto-configure Cloudflare DNS.

★ 4

invgate-service-desk-mcp

InvGate Service Desk: incidents, users, knowledge base, assets, custom fields, workflows and time tracking, read-only by default with opt-in writes.

Planning & architecture, Content creation

★ 4

inxmail-mcp

Manage Inxmail Commerce transactional emails: events, sendings, bounces, blocklist and blacklist, reactions and delivery tracking.

★ 4

jenkins-mcp-server

Jenkins CI/CD: job management, build status tracking, pipeline monitoring, artifact and queue management, and batch operations.

Deployment & ops

★ 4

jgs-magic-sysmlv1-mcp

Bridge to live SysML v1 models in CATIA Magic: query, audit, trace and edit blocks, requirements, allocations and diagrams over a local, air-gapped connection.

Data & backend, Review & security

★ 4

job-search-mcp

Job search across LinkedIn, Greenhouse, Lever, Ashby, Workday and other boards, with fit scoring and a ranked, triageable board shown in chat.

Documentation

★ 4

jsr-mcp

Access JSR, the JavaScript Registry.

★ 4

kaggle

Browse Kaggle competitions, leaderboards, models, datasets and kernels.

★ 4

l402-kit

L402 SDK for TypeScript, Python, Go and Rust: server middleware, an auto-paying agent client, an MCP server, LangChain integration and budget control.

★ 4

labelgrid-mcp

Manage your LabelGrid music distribution catalog, releases, analytics and royalties.

Data & backend, Content creation

★ 4

lego-oracle

LEGO sets, parts, minifigs and inventories from Rebrickable: search and compare sets, find parts by colour, browse themes and discover alternate builds.

Documentation

★ 4

legwork

Your AI finds an open-source tool on GitHub and Legwork installs it as an MCP tool in a sandbox: only the folders you grant, read-only, no network unless

Codebase understanding

★ 4

localhost-mcp

Inspect, manage and kill local dev servers: see what listens on each port, diagnose port conflicts, find zombie processes and kill by PID or port.

★ 4

lorcana-oracle

Disney Lorcana TCG card search, deck analysis, ink curves, lore generation and franchise browsing.

Documentation

★ 4

loredocs

Local-first knowledge vaults for project docs, specs, and reference material.

Documentation

★ 4

magnemo

Governed local agent memory in plain files: each entry records who wrote it, when and through which gate, and nothing is kept without user approval.

Codebase understanding

★ 4

marktplaats-mcp

Search Marktplaats and 2dehands, the Dutch and Belgian second-hand marketplaces: filtered listings, ad details, seller reviews and new-listing monitoring.

Deployment & ops, Documentation

★ 4

matlab-mcp-server-python

MATLAB integration: execute code, run async jobs with progress reporting, get interactive Plotly plots and expose custom .m functions as tools.

Codebase understanding

★ 4

mcp

Rent virtual phone numbers worldwide, receive SMS and manage the full activation lifecycle via Platfone.

★ 4

mcp

Wallet for AI agents: earn via invoices, pay other agents and APIs, and manage USDC on Solana with human-set spending limits and FROST 2-of-2 signing.

Business work

★ 4

mcp

Attach weapons and props to rigged 3D characters: finds the hand bone, scales the prop, closes the fist and exports three.js, Unity or Godot binds and GLBs.

★ 4

mcp-devtools

Scoped access to local dev environments (filesystem, databases, processes, OpenAPI) with a command allowlist and read-only database mode.

Data & backend

★ 4

mcp-discord-bridge

Manage Discord channels, messages, forums, webhooks, members, roles, threads and moderation.

★ 4

mcp-guardian

Security and governance proxy for MCP with YAML policies (blocklists, rate limits, token budgets), token cost tracking, health monitoring and RBAC.

Deployment & ops, Review & security

★ 4

mcp-immostage

Virtual staging for real estate: stage empty rooms, turn floor plans into 3D renders, classify room images, write property descriptions and suggest styles.

Planning & architecture, Content creation

★ 4

mcp-injector

Local daemon that pre-indexes a codebase into a SQLite catalog and serves AST-compressed snapshots on every query to reduce token usage.

Data & backend, Codebase understanding

★ 4

mcp-pin

Stdio proxy that pins every tool definition (name, description, input schema, annotations) when you approve a server and blocks the session, with a diff, if

★ 4

mcp-samsara

Unofficial Samsara fleet management: vehicles and live locations, route creation and optimization, driver records, Hours-of-Service compliance and webhooks.

★ 4

mcp-server

Estimate, submit, monitor and fetch logs for GPU inference, training, fine-tuning and batch workloads on Jungle Grid.

Deployment & ops, Documentation

★ 4

mcp-server

AllRatesToday currency exchange rates: real-time mid-market rates from interbank data, historical rates, currency list and multi-currency lookups.

★ 4

mcp-server

Real-time oil, gas and commodity prices: spot, history, futures curves, price alerts and market briefs for Brent, WTI, diesel, jet fuel and more.

★ 4

mcp-server

Search Polish public tenders (BZP and TED): procuring entity and contractor profiles by NIP, market statistics by CPV or province, and a procurement glossary.

Testing & debugging, Documentation

★ 4

mcp-server-devutils

Developer utilities: Base64, UUID, hashing, JWT decoding, cron parsing, timestamps, JSON and regex.

★ 4

mcp-server-docker

Manage Docker containers, images, volumes, networks and Compose services.

Deployment & ops, Content creation

★ 4

mcp-server-github-actions

GitHub Actions: view workflow runs, read logs, re-run failed jobs and manage CI/CD.

Deployment & ops, Codebase understanding

★ 4

mcp-server-ollama-bridge

Bridge to a local Ollama server for running Llama, Mistral, Qwen and other local models.

★ 4

mcp-server-s3

AWS S3 operations: list buckets, browse objects, upload and download files, and generate presigned URLs.

★ 4

mcp-server-sqlite

SQLite operations: query databases, inspect schemas, explain queries and export data.

Data & backend

★ 4

mcp-server-toolkit

Developer toolkit: semantic code search, natural-language database queries, docs indexing and OpenAPI introspection.

Data & backend, Documentation

★ 4

mcp-server-wuye-ai

Access the CRIC Wuye AI platform, an assistant for the property management industry.

★ 4

Something missing or broken? Submit a skill or MCP server or tell us.

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.