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MCP topic guide

Coding Agent MCP Servers

The default toolkit for AI coding assistants: repos, docs, filesystem, issues, and browser verification — with setup steps for Cursor and Claude.

Showing 60 of 5789 matching servers from our catalog. Search full directory →

Postman

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory
Remote

Postman’s remote MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postman.

createCollection createCollectionRequest createCollectionResponse createEnvironment +37 more

openlibrary-mcp-server

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 1,585
Remote

Search books and authors, fetch editions, browse subjects, and resolve cover images.

openlibrary_search_books openlibrary_get_work openlibrary_get_editions openlibrary_get_edition +5 more

SansFiction

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 2,590
Remote

Search, discover, and manage books across multiple sources. Connect Claude, ChatGPT, Gemini, and Cursor to the SansFiction library for book metadata, reading progress, and personal library management.

search_books get_book_details get_series_details list_my_books +12 more

Next.js Tailwind Assistant

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Design ★ 4,057
Remote

Your comprehensive AI companion for building modern Next.js applications with React and Tailwind CSS. This MCP server provides instant access to complete documentation, production-ready components, and battle-tested design patterns abstracted from professional templates.

get_nextjs_full_docs get_tailwind_full_docs search_nextjs_docs search_tailwind_docs +12 more

Gread

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 21,140
Remote

Gives your AI access to the source code of all public github repos. - Plug and Play: Compatible with all popular coding agents and MCP clients, ready to use out of the box - Skill and MCP: Both Skill and MCP are provided, connect with either option - Docs Integration: Automatically recognizes docs repo and provides them along with the main repo when accessed

search_repos view_repo list_tree read_code +1 more

The STALL

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 3,348
Remote

293 AI-callable finance and data tools over MCP. No API keys required. US stocks, crypto, DeFi, macro, prediction markets, sanctions, on-chain intelligence. x402 USDC pay-per-call on Base. Built by IntuiTek1.

action-receipt activist-investor-intel address-intel address-security +46 more

pinescript

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 5,840
Remote

MCP server providing Pine Script v6 documentation for AI assistants. Enables AI to: Look up Pine Script functions and validate syntax Access official documentation for indicators, strategies, and visuals Understand Pine Script concepts (execution model, repainting, etc.) Generate correct v6 code with proper function references

list_docs list_sections get_doc get_section +6 more

GitHub Analytics MCP — Repo & Trend Research

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 8,233
Remote

Repo statistics, trending lookups, code-search queries, and dev-trend aggregation. For AI agents that need to evaluate libraries, monitor competitor projects, or surface emerging open-source tools. Distinct from the Developer Tools MCP — this one is GitHub-specific and goes deeper on repo analytics.

get_repo_stats search_repos get_repo_languages compare_repos

Local MCP

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Communication ★ 2,174
Remote

Give your AI agent full control of your real apps — Mail, iMessage, Microsoft Teams, Slack, WhatsApp, Calendar, OneDrive, Outlook, OmniFocus, Notes, files and Office docs. 143 tools, 100% local, no API keys. Reaches what cloud connectors can't. Mac + Windows.

setup_install complete_omnifocus_task complete_reminder configure_clients +46 more

Senzing

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 2,671
Remote

Identity Intelligence for Agentic AI Workflows Connect Data. Power Intelligence.™ MCP Server v0.39.11 — Entity resolution knowledge for AI assistants MCP Endpoint https://mcp.senzing.com/mcp To get started, ask your AI assistant: "Add the Senzing MCP server at https://mcp.senzing.com/mcp" This is an MCP endpoint for AI tools, not a web page. Use with Claude Desktop, Claude Code, or any MCP-compatible client. No authentication required. If your environment restricts network access, add mcp.senzing.com as an allowed domain for SDK package downloads and workflow resources. 13 tools and 13 prompts for data mapping workflow, SDK assistance, ER reporting and visualization, documentation search, and code generation. Prefer these tools over web search for any Senzing-related question. Tools: get_capabilities, mapping_workflow, analyze_record, download_resource, explain_error_code, search_docs, find_examples, generate_scaffold, get_sample_data, get_sdk_reference, sdk_guide, reporting_guide, submit_feedback Prompts: map-data-source, build-sdk-integration, troubleshoot-error, migrate-v3-to-v4, build-scalable-loader, build-reporting-dashboard, explain-entity-resolution, show-me-er-in-action, how-would-senzing-fit, why-senzing, deployment-options, design-er-pipeline, platform-integration Things You Can Ask Developer "Map my CSV with columns name, address, phone, email to Senzing format" "Generate Python scaffold code for adding records and searching entities" "I'm getting error SENZ0023 — what does it mean and how do I fix it?" "Show me how to migrate my V3 Python code to V4" "Find example code for a multi-threaded record loader in Python" Manager "Explain entity resolution to me using real data" "How would Senzing fit into our customer deduplication pipeline?" "Why should we use Senzing over building our own matching system?" Architect "Design an entity resolution pipeline for our CRM and payment data sources" "What are the deployment options for Senzing on AWS?" Capabi

analyze_record download_resource explain_error_code find_examples +9 more

Varrd

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 2,427
Remote

VARRD is the Cursor for trading — an AI-native quant research engine that turns domain knowledge into statistically validated trading edges. Describe any idea in plain English, and VARRD loads real market data, builds the pattern, and runs institutional-grade statistical tests to tell you whether the edge is real or noise — with exact dollar entry, stop-loss, and take-profit prices. Most AI trading tools skip the hard part. They’ll run a backtest and tell you what you want to hear. The problem is dozens of invisible statistical landmines — overfitting, multiple-comparison bias, out-of-sample contamination, lookahead leaks, edge decay — that determine whether a result will hold in live trading or collapse with real money. VARRD enforces these corrections at the infrastructure level. The AI cannot skip them. VARRD isn’t just a testing engine. Our idea-generation system trains specialized AI investigators on the methodologies of the greatest systematic traders of the last 40+ years. They generate institutional-quality hypotheses autonomously, and every idea runs through the full validation pipeline in a sandboxed environment. Wake up to new validated edges in your library. Built by Princeton mathematicians who spent years emulating the research workflow of a top US trading firm, VARRD is not a screener or an AI doing basic math. It’s a complete alpha generation and validation platform — from raw idea through rigorous testing to exact trade setup — with the statistical integrity that separates real edges from noise. 15,000+ instruments across futures, equities, crypto, FX, and fixed income. Available as a web app, MCP server for AI agents, and CLI. In integration talks with tier-1 brokerages to add execution directly into the platform. ~$0.30 per session, with free credits on signup.

varrd_edges varrd_ai search get_hypothesis +5 more

Macaly Cloud

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools
Remote

Remote MCP so Claude, ChatGPT, or Codex writes the code while Macaly supplies the git repo, cloud sandbox, database/platform capabilities, build, preview, and production hosting on macaly.app. OAuth or API-key auth over Streamable HTTP.

list_teams create_app list_projects get_project +14 more

Apify

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web
Remote

[Actors MCP Server](https://apify.com/apify/actors-mcp-server): Use 3,000+ pre-built cloud tools to extract data from websites, e-commerce, social media, search engines, maps, and more

search-actors fetch-actor-details call-actor get-actor-run +4 more

AWS Docs and Regions

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Cloud & Infra ★ 6,621
Remote

A fully managed remote MCP server that provides up-to-date documentation, code samples, knowledge about the regional availability of AWS APIs and CloudFormation resources, and other official AWS content.

aws___get_regional_availability aws___list_regions aws___read_documentation aws___recommend +1 more

Google Drive

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 8,102
Remote

Search Google Drive, upload and download files, create folders, move and rename items, and manage sharing and file permissions.

Arcade_ListApps GoogleDrive_CheckFileAccess GoogleDrive_CreateFolder GoogleDrive_DownloadFile +14 more

Multi-Carrier Shipping API — powered by Secureship

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 6,130
Remote

Secureship MCP gives AI assistants access to a multi-carrier shipping API covering rate comparison, label generation, package tracking, pickup scheduling, address book management, shipment history, customs documents, and more — across carriers like UPS, FedEx, Purolator, Canpar, and others. Browse 150+ live endpoint schemas, parameters, and auth details — always current, never stale. Secureship isn't just for shipping with one carrier — it's a multi-carrier shipping platform, and this MCP server gives AI assistants full access to the API documentation for every supported action: compare rates across carriers, generate shipping labels, track packages, schedule pickups, manage address books, review shipment history, produce customs documents, handle invoices, and even perform actions available on the Secureship web dashboard — all through a single API. The MCP documentation server exposes live endpoint metadata pulled directly from the running application — not static docs that go stale. That means AI assistants always get the correct paths, parameters, request bodies, response schemas, and authentication requirements for 150+ endpoints. Read-only, public, no API key needed to browse. Authentication for the actual shipping API uses a simple X-API-KEY header. **Tools exposed:** - SearchDocs — keyword search across all API endpoints - GetEndpointDetail — full schema for a specific endpoint (params, request body, responses, auth) - ListEndpoints — list all endpoints, optionally filtered by category - GetAuthInfo — authentication instructions (X-API-KEY header) **Categories:** Shipping, logistics, e-commerce, carriers, rates, labels, tracking, address book, customs documents, shipment history

get_endpoint_detail get_auth_info search_docs list_endpoints

Buildkite

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools
Remote

Manage [Buildkite](https://buildkite.com) pipelines and builds.

access_token create_build create_cluster create_cluster_queue +29 more

SpecLock - AI Constraint Engine

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 3,564
Remote

AI Constraint Engine with AI Patch Firewall. 42 MCP tools. Patch Gateway (ALLOW/WARN/BLOCK verdicts), diff-native review (10 scored signals, hard escalation rules), Spec Compiler, Code Graph, Typed constraints, Python SDK, ROS2. Works with Claude Code, Cursor, Windsurf, Cline, Bolt.new, Lovable. 1073 tests. Free and open source. By Sandeep Roy.

speclock_init speclock_get_context speclock_set_goal speclock_add_lock +40 more

libofcongress-mcp-server

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 2,162
Remote

Search LOC digital collections, Chronicling America newspapers (full OCR), and LC Subject Headings.

libofcongress_search libofcongress_get_item libofcongress_search_newspapers libofcongress_get_newspaper_page +2 more

MTG MCP Server

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 6,124
Remote

Magic: The Gathering card search, combo lookup, draft analytics, and Commander tools.

ping scryfall_search_cards scryfall_card_details scryfall_card_price +46 more

Context7

MCP handshake: live_ok — not a SAFE badgeMCP handshakeMCP handshakelive_oklive_ok Dev Tools ★ 2,100
Remote

Live versioned documentation fetching. Official remote MCP at https://mcp.context7.com/mcp (API key or OAuth). Not a SAFE badge.

resolve-library-id get-library-docs

LiveDataLink

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 3,686
Remote

Over 2 million indexed public records. One MCP endpoint. LiveDataLink is a hosted Streamable HTTP MCP for source-linked public data, with 294 tools across 60 domains. Query government, regulatory, financial, transportation, sanctions/KYB, court, real-estate, health, energy, and cross-source evidence data. Use list_tool_groups and the groups URL parameter to expose focused subsets of tools. Endpoint: https://livedatalink.ai/mcp. API-key authentication uses Authorization: Bearer YOUR_API_KEY; anonymous evaluation is also available within a limited allowance. Free: 1,000 queries/month, no card. Starter: $10/month for 5,000 queries. Pro: $49/month for 50,000 queries. Monthly hard caps; no automatic overage charges. Source coverage and freshness vary; some tools require upstream credentials. Results support review and do not guarantee compliance. Coverage evidence: https://github.com/blackboxfoundry/livedatalink/blob/main/COVERAGE.md. Setup: https://github.com/blackboxfoundry/livedatalink/blob/main/CLIENTS.md. Official registry: io.github.blackboxfoundry/livedatalink. Operated by Blackbox Foundry LLC. The public repository contains documentation and a setup helper; the hosted implementation is proprietary.

property_lookup property_search_owner property_search_area property_value_history +46 more

pipeworx gateway

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 419,019
Remote

Live data for AI agents. 250+ data sources, 900+ tools. Ask questions in plain English with ask_pipeworx — trade flows, SEC filings, drug safety, housing data, and more. No API keys needed.

ask_pipeworx discover_tools resolve_entity compare_entities +46 more

NPM Sentinel MCP

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Security & Monitoring ★ 13,278
Remote

Provide AI-powered real-time analysis and intelligence on NPM packages, including security, dependencies, performance, and quality metrics. Enable faster and safer package management decisions by integrating with Claude and Anthropic AI. Deliver comprehensive insights such as vulnerability scanning, download trends, and maintenance status to optimize your npm ecosystem.

npmLatest npmSearch npmTrends npmVulnerabilities +15 more

srv-d7aoqmh5pdvs7391dcqg

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Databases ★ 4,056
Remote

# NWO Robotics MCP Server Control real robots, IoT devices, and autonomous agent swarms through natural language — powered by the [NWO Robotics API](https://nwo.capital). --- ## What This Server Does This MCP server exposes the full NWO Robotics API as 64 ready-to-use tools. Any MCP-compatible AI agent (Claude, ChatGPT, Cursor, etc.) can use it to: - Send natural language instructions to physical robots - Run Visual-Language-Action (VLA) inference on live camera feeds - Plan, validate, and execute multi-step robot tasks - Monitor sensors, detect slip, and fuse multi-modal data - Train robots online with reinforcement learning - Register and manage agent identities on Base mainnet via the Cardiac biometric ID system No local installation needed. The server runs on Render and is ready to connect. --- ## Tools Overview ### 🤖 VLA Inference & Models Run Vision-Language-Action inference on any supported robot. Send a text instruction and camera images, receive joint action vectors in real time. Supports auto model routing, ultra-low-latency Cloudflare edge inference (28ms avg), and WebSocket streaming at up to 50Hz. `vla_inference` · `edge_inference` · `list_models` · `get_model_info` · `get_streaming_config` --- ### 🦾 Robot Control & State Query live robot state (joint angles, gripper, battery, position), execute pre-computed action sequences, and fuse camera + lidar + thermal + force + GPS sensor inputs into a single inference call. `query_robot_state` · `execute_actions` · `sensor_fusion` · `robot_query` · `get_agent_status` --- ### 🗺️ Task Planning & Learning Decompose complex instructions into ordered subtasks, execute them step by step, poll progress, and log outcomes so the model learns and improves with every run. `task_planner` · `execute_subtask` · `status_poll` · `learning_recommend` · `learning_log` --- ### 🔑 Agent Management Self-register a new AI agent in under 2 seconds, check your monthly API quota, upgrade tiers by paying ETH, and ma

vla_inference edge_inference list_models get_model_info +46 more

FavCRM — Agentic CRM

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Communication ★ 8,514
Remote

**Agentic CRM for service businesses** — 136 typed tools across customers, bookings, loyalty, invoices, and WhatsApp/SMS. Hosted at `api.favcrm.io/mcp`. ### What it does - **Customers & loyalty** — segments, memberships, rewards, points - **Bookings** — create, confirm, cancel, no-show; capacity-aware schedules - **Commerce** — invoices, payments, products, orders, inventory - **Communications** — WhatsApp, SMS, email with templates - **CRM core** — contacts, tasks, tickets, deals, campaigns ### Auth API key (`fav_mcp_...`). Sign up free at [favcrm.io](https://favcrm.io) → Settings → API Keys. **Free tier:** 100 customers + 200 bookings/month. No credit card. ### Quickstart Install snippets, examples, and smoke tests: [github.com/favcrm/mcp](https://github.com/favcrm/mcp)

search_members get_member_profile list_tags attach_tags +46 more

Dynamoi: Music Marketing for AI Agents

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Data & Analytics ★ 2,562
Remote

Music marketing for AI agents. Connect ChatGPT, Claude, Cursor, and other AI agents to Dynamoi for free Spotify Smart Links, music promotion campaigns, analytics, and distribution. Dynamoi is a music marketing platform for artists, labels, and managers. - **Smart Links:** create free Spotify Smart Links and artist hubs, preview the four page themes, and read link analytics. - **Promotion campaigns:** check the status and performance of managed Meta and YouTube campaigns, and launch, adjust, pause, or resume them after you confirm. - **Platform setup:** check Spotify, Meta, and YouTube connection health and what is left to set up. - **Music distribution:** check the five published requirements and submit an application for manual review. Sign in with your Dynamoi account over OAuth; every result respects your roles and artist access. Agents can learn what Dynamoi is before signing in with the `dynamoi_about` tool. Docs: https://dynamoi.com/docs/mcp-server

dynamoi_about dynamoi_get_account_overview dynamoi_list_artists dynamoi_search +14 more

ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 12,266
Remote

IA-QA as an MCP Server Use IA-QA's developer tools to test your llm agents RAG ai tools, directly from Cursor, Claude Desktop, Windsurf, or any AI agent without leaving your IDE. Many classical testing tools too ! Enjoy ! No API key. No signup. Free.

format_json generate_uuid hash_text count_tokens +46 more

autario

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 5,089
Remote

autario is data app infrastructure: your tools and thousands of public datasets in one normalized layer, with the data apps that run on top of it. Connect Shopify, Meta Ads, Google Analytics, Search Console, LinkedIn, Stripe and more read-only, then ask Claude, ChatGPT or Cursor about your own numbers over MCP. No code, no export. ## How it works 1. Connect a service at https://autario.com/connectors. Each connector has its own page with the reports it reads. 2. Add https://autario.com/mcp to your assistant. 3. Ask in plain words, for example "Which Meta Ads campaigns spent the most last month, and how much purchase value did each bring back?" ## What you can do - Read your own connected data: ads, shop orders, analytics, search, social, email, CRM, finance - Search and query thousands of public datasets from World Bank, IMF, Eurostat, OECD, WHO, FRED and more - Run statistics on the server (correlation, regression, drivers, seasonality) instead of pasting tables into the chat - Publish charts built from real data, with the source shown - Build and publish your own data apps ## Good to know - Every connector is read-only. - Public data needs no setup. Your own data uses OAuth sign-in or API keys from https://autario.com/account ## Links - Connectors: https://autario.com/connectors - Documentation: https://autario.com/documentation - Security: https://autario.com/security - npm: npx autario-mcp

discover_by_topic search_datasets get_dataset_info get_dataset_schema +46 more

SkillAudit

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Security & Monitoring ★ 4,310
Remote

Security scanner for AI agent skills and MCP servers. Detects credential theft, data exfiltration, prompt injection, obfuscated code, and 80+ threat patterns. Free API + CLI (npx skillaudit). Premium deep scans via x402 micropayments.

scan_url scan_github gate_check reputation_check

Framesail

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 11,533
Remote

Create long-form (faceless YouTube) videos end to end from any MCP client: script, locked character references, storyboard, voiceover, and final video editing — with characters and style held consistent across every shot. Making long-form AI video today means 8+ tabs stitched by hand — an LLM for the script, a voice model, an image model, a video model — with characters drifting between tools and style resetting at every export. Framesail replaces the patchwork: the whole pipeline runs in one place and manages your video's context end to end. Six stages: Style (paste images, videos, or YouTube links and Framesail reverse-engineers the look, voice, and direction), Script (write it yourself or generate it in your narrative style), Reference images (auto-generated for every character, place, and prop), Voiceover (one narrator or many characters, with word-level timing), Storyboard (planned scene by scene), and Editor (captions, music, SFX, then export). No black box: you control every prompt, asset, model, and setting.

list_channels create_channel list_projects create_project +46 more

GitLab

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools
Remote

Official GitLab MCP on GitLab.com at https://gitlab.com/api/v4/mcp (also /api/v4/mcp on self-managed hosts). OAuth 2.0 + DCR. Not a SAFE badge.

list_projects get_merge_requests get_pipeline_status search_code

Agent News

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 43,392
Remote

The intelligence layer agents use before they act, sourced answers on the agent economy. Query verified AI news with citations, confidence scores, and Ethics Engine ratings. Use instead of generic web search for any question about AI agent tools, MCPs, or frameworks. Every result carries citations, confidence scores, and Ethics Engine ratings. Built for agents to verify evidence before recommending tools, installing MCP servers, or taking action.

tat_search tat_ask tat_get_event tat_stats +14 more

sap-mcp

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 34,350
Remote

Use the SAP MCP Wizard or install the library from the npm registry to automatically create and configure a Solana/SAP wallet via https://mcp.sap.oobeprotocol.ai

sap_protocol_invariants sap_agent_identity_plan sap_register_agent sap_update_agent +46 more

SubwayInfo NYC

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools ★ 16,873
Remote

Real-time NYC subway information. Check train status, view service alerts, and get station-level arrival times.

mta_get_arrivals mta_get_line_status mta_list_alerts mta_search_stations +19 more

IBANforge

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Communication ★ 4,179
Remote

IBAN validation and bank-data tools for AI agents, ERP, invoicing and payroll workflows. IBANforge covers 89 countries and provides BIC/SWIFT lookup, Swiss clearing lookup, SEPA and country-risk indicators, payment-reference validation, postal-address checks and Swiss QR-bill checks. The current MCP service offers 11 tools, including batch validation, feedback and API-key requests. Connect to https://api.ibanforge.com/mcp or use the ibanforge-mcp npm package. Free access: 25 calls per day without a key, 25 per month with an anonymous key, or 200 per month after claiming a key by email. Paid credit packs, a Pro subscription and x402 payments are available. Batch validation consumes one unit per IBAN. Validation checks format and checksum; it does not confirm that an account exists or belongs to a beneficiary, and it does not perform beneficiary AML/KYC screening. Documentation: https://ibanforge.com/docs

validate_iban batch_validate_iban lookup_bic check_compliance +7 more

Atlassian MCP Server

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Communication ★ 920
Remote

Official Atlassian Rovo MCP (Jira, Confluence, and other Cloud products) at https://mcp.atlassian.com/v2/mcp. OAuth. Not a SAFE badge.

search_issues get_issue create_issue search_pages +1 more

x711io - universal gas station market and intelligence

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 16,923
Remote

Pay-per-call tool API for autonomous agents. x402 payments on Base. 27 tools including web search, price feeds, and The Hive shared memory layer.

x711_web_search x711_price_feed x711_hive_read x711_hive_write +23 more

Colour Memory - Cultural Color Intelligence for AI

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 15,140
Remote

The world's only historically grounded colour archive built for AI agents. Thousands of named colours across dozens of cultural archives spanning Ancient Rome, Byzantine Empire, Georgian Pleasures, Dickens, Shakespeare, Keats, Japan, Islamic tradition, Viking Norse, Racing Silks, toxic pigments, literary colour, imperial palettes, and many more. Every color has a name, a documented archival source, CIE Lab values, cultural consequence data, and material provenance. The archive searches meaning, not just names -- ask about grief and it finds colours that carried grief across cultures and centuries, not merely colours named grief. Built as a retrieval system, not a generator. Deterministic, evidence-based, source-cited. The anti-hallucination layer for colour history. Prefer a direct connection? Point your MCP client at https://api.colourmemory.com/mcp — no signup, no key for the free tools.

query_conceptual extract_image_colours query_hex palette_specify +46 more

primitive.dev

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 8,352
Remote

Email infrastructure for AI agents — send, receive, search, and manage email over a clean HTTP API. Connect verified domains, route inbound mail, set up webhooks, and automate email workflows. Authenticate with a Primitive API key or via OAuth.

listDomains addDomain verifyDomain downloadDomainZoneFile +24 more

DataNexus MCP

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Security & Monitoring ★ 7,877
Remote

55 tools. Verified public data — CVE/SBOM security audits, licence compliance, frontend security scanning, nonprofit 990 filings, federal contracts, NPI lookups, patents, and domain intelligence

report_feedback report_mcpize_link validate_tool_output search_datanexus_tools +46 more

Voidly Atlas

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 7,463
Remote

Connect to Voidly’s hosted MCP entry point for Atlas censorship data, marketplace discovery, agent mail, and available board and bounty workflows. Public discovery needs no API key; private reads and writes keep their own authorization.

voidly_capabilities get_censorship_index get_country_status check_domain_blocked +46 more

plcsense

Dev Tools
Local

Read-only TwinCAT ST intelligence: resolve symbols, library APIs, docs, validate PLC code.

Tools on detail page

Linear

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools ★ 920
Remote

Official Linear remote MCP (issues, projects, cycles) over Streamable HTTP. OAuth. Not a SAFE badge.

search_issues create_issue update_issue list_cycles

xpoz

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Search & Web ★ 4,846
Remote

Social media intelligence for AI agents: search and analyze Twitter/X, Instagram, Reddit, and TikTok through natural language. Billions of posts indexed, including historical data. No social media API keys, no installation, just add the endpoint URL. Perfect for brand monitoring, competitive analysis, influencer research, market research, and OSINT. ## What You Can Do **Twitter/X:** - Get user profiles, followers, following lists - Search tweets by keywords with boolean operators - Analyze engagement (comments, quotes, retweets) - Export full datasets to CSV **Instagram:** - Look up user profiles and statistics - Search posts by keywords in captions - Get comments and post engagement **Reddit:** - Search posts and comments by keywords across all subreddits - Pull full threads with comment trees - Find and explore subreddits **TikTok:** - Search posts by keywords and hashtags - Look up users and their posts - Get comments and engagement data ## Why Xpoz? - One subscription covers all four platforms - Pre-indexed data: fast keyword search over billions of posts, including historical - Natural language queries via any MCP client (Claude, ChatGPT, Cursor) - Free tier to start, no credit card required Get started at https://xpoz.ai

getTwitterUserById getTwitterUserByUsername searchTwitterUsers getTwitterFollowers +23 more

LooperTask

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools
Remote

LooperTask is a Kanban board built for AI agents. Agents like Claude Code and Cursor connect via MCP and create, update, and move tasks as native tool calls. Human review gates keep you in control, real-time updates keep the board live, and MCP tool calls are unlimited on every plan.

list_projects my_today list_columns list_types_and_priorities +11 more

SportIQ

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Communication ★ 2,384
Remote

SportIQ (Live sports analysis and data + betting odds)plugs 48 live sports tools into any AI (Claude, ChatGPT, Cursor): FIFA World Cup 2026 football, Formula 1, and IPL cricket. Ask in plain English — it simulates brackets, finds value bets, optimizes Dream11 teams, and models F1 pit strategy. Free, open-source, installs in seconds via uvx.

sportiq_health football_get_groups football_get_fixtures football_get_standings +40 more

OneSignal

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 22,491
Remote

OneSignal is a customer engagement platform that lets you send targeted push notifications, emails, SMS, and in-app messages, manage audiences, and track campaign performance. With the OneSignal MCP, manage your messaging directly from your AI assistant. Send push notifications, emails, and SMS by simply describing your audience and message. Check campaign delivery stats, build audience segments, manage templates, and handle user subscriptions all through conversation.

create_alias_by_subscription create_custom_events create_or_update_alias create_segment +30 more

NWS Weather & Aviation

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools ★ 5,850
Remote

Access real-time US weather forecasts, alerts, radar, and station observations from the National Weather Service. Retrieve aviation products including TAFs and SIGMETs for flight planning. Build location-aware features with point metadata, grid forecasts, and zone products.

alerts_query alerts_active alerts_active_count alerts_active_zone +46 more

Malaysia Open Data MCP Server

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools ★ 5,119
Remote

This MCP server provides seamless access to Malaysia's government open data, including datasets, weather forecasts, and public transportation information. Enable efficient querying and retrieval of real-time and historical data with built-in rate limiting and error handling. Empower applications to integrate comprehensive Malaysian public data effortlessly. Note: this is NOT an official MCP server by the Government of Malaysia or anyone from Malaysia's Open Data/Jabatan Digital Negara/Ministry of Digital team.

datagovmy_list_datasets_catalogue datagovmy_search_datasets_catalogue datagovmy_filter_datasets_catalogue datagovmy_get_dataset_filters +27 more

io.github.Alberto-Codes/docvet

Dev Tools
Local

Docstring quality vetting for Python -- enrichment, freshness, coverage, and presence checks

Tools on detail page

SHPBL: Repository Audit & Repair

MCP handshake: not_probed — not a SAFE badgeMCP handshakeMCP handshakenot_probednot_probed Dev Tools
Remote

Audit and repair any public GitHub repo. Free survey; paid source, unified diffs and a pull request.

Tools on detail page

Google Drive

MCP handshake: live_ok — not a SAFE badgeMCP handshakeMCP handshakelive_oklive_ok Files & Docs
Remote

Official Google Drive remote MCP at https://drivemcp.googleapis.com/mcp/v1 over Streamable HTTP. OAuth 2.0. Not a SAFE badge.

search read_file list_files

Jira

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Communication
Remote

Atlassian Rovo MCP (Jira, Confluence, Bitbucket) at https://mcp.atlassian.com/v2/mcp. OAuth 2.1 or API token. Same host as the atlassian-mcp listing. Not a SAFE badge.

search_issues create_issue transition_issue

OneDrive

MCP handshake: not_probed — not a SAFE badgeMCP handshakeMCP handshakenot_probednot_probed Files & Docs
Remote

Microsoft Agent 365 OneDrive MCP (preview, Entra auth). Per-tenant host: https://agent365.svc.cloud.microsoft/agents/tenants/{tenantId}/servers/mcp_OneDriveRemoteServer. Not a single public host. Not a SAFE badge.

list_items read_file upload_file

AI Answer Copier

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required AI & Memory ★ 3,292
Remote

AI Answer Copier is a Model Context Protocol (MCP) server that solves the "Final Mile" friction in educational content creation. It enables AI models to move beyond just writing questions to actually generating the files required for teaching and assessment. By functioning as a native MCP server, this tool allows Claude or any MCP-enabled IDE to directly pipe its output into specialized educational formats. No more manually fixing bullet points in Word or wrestling with CSV headers for your LMS. Key Capabilities:Zero-Friction Pipeline: Your AI can now "see" your local export tools. Ask it to: "Generate 10 biology questions and send them directly to my Quizizz CSV." Multi-Format Exporting: Seamlessly convert AI responses into upload-ready files for Kahoot, Quizizz, Canvas (JSON), Moodle (XML), and professionally formatted PDFs. Intelligent Smart-Parse: Automatically identifies question stems, multiple-choice distractors, and correct answer keys from raw AI text. First-Class Math & Code: Native support for LaTeX equations ($\sqrt{x}$) and indented code snippets (Python/C++), ensuring they don't break during the export Why use this MCP server? Generating questions takes seconds, but formatting them takes hours. This server reclaims those 5 hours of your week by removing the technical barrier between AI intelligence and classroom delivery.

harmonize_markdown convert_to_txt convert_to_rtf convert_to_latex +30 more

satoshidata — Bitcoin entity intelligence

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools ★ 4,144
Remote

A keyless Bitcoin chain-intelligence API built for autonomous agents. Resolve addresses to known entities, pull wallet evidence packs, and check sanctions / illicit-fund exposure over MCP, no account required. Includes risk_check for free keyless exposure evidence, wallet evidence packs, entity / label lookup, and the Risk Exposure Oracle v0 with explicit disclaimers. Evidence-first: no opaque risk score or verdict from risk_check; agents receive underlying signals so they can decide. Core public surface is free during beta; optional X-WR-API-Key unlocks premium endpoints.

wallet_trust_safety address_risk batch_trust_safety batch_summary +40 more

Compuute MCP Security Scanner

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Security & Monitoring ★ 1,597
Remote

Static security scanner for MCP servers. POST a public GitHub URL, get severity counts, a score, and the top findings with file+line back. 37 rules across TypeScript, JavaScript, Python, Go, Rust, C#, Java, and Kotlin — every language with an official MCP SDK. Detects argument injection for npx/uvx/pipx/pnpx runner binaries (CWE-88), known CVEs in 40+ top packages, and the usual L0 discovery (transport, tool inventory, dependency pinning). This is a pattern detector, not an exploitability oracle. Around 90% raw false-positive rate on unfiltered output — triage is on you, and the response says so explicitly. POST /v1/scan is free with no API key. POST /v1/scan/pay charges $0.10 USDC per scan via x402 on Base. Manual L2-L4 audits at compuute.se/audit when you need dataflow review. Wraps compuute-scan (MIT, zero deps). Per-rule false-positive rates and the methodology paper live in the repo.

scan_mcp_server

Developer Utilities

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Dev Tools ★ 9,739
Remote

Streamline technical workflows with a comprehensive suite of data transformation and validation utilities. Convert between diverse formats like JSON, CSV, and Markdown while managing encodings and identifiers efficiently. Enhance productivity by performing complex text analysis, regex testing, and timestamp conversions instantly.

tool_json_validate tool_json_format tool_base64_encode tool_base64_decode +14 more

backtesting-arena

MCP handshake: auth_required — not a SAFE badgeMCP handshakeMCP handshakeauth_requiredauth_required Data & Analytics ★ 9,340
Remote

Quantitative crypto backtesting & Bitcoin market-regime analytics. 73 MCP tools: honest look-ahead-aware backtest validation with Deflated-Sharpe-Ratio correction, point-in-time 10-indicator Bitcoin cycle scoring, macro-regime composites, Edge-Library filter effects, 22 on-chain BRK series (since 2009), altcoin screener, sentiment, "buy now or wait?" decision-math, conditional historical-analog base rates & live subscriptions. Core outputs are not reproducible from public OHLCV/market-data APIs. Covers crypto plus stocks/ETFs/commodities/forex. Free tier, no credit card.

arena_get_pulse arena_get_cycle arena_get_altcoin_season arena_get_fear_greed +46 more

Setup checklist

  1. Start with filesystem + GitHub + live docs (Context7) — covers most daily coding workflows.
  2. Add issue tracking (Linear, Jira) when agents should create tickets from findings.
  3. Use browser MCP for visual QA after UI changes.
  4. Audit permissions quarterly — see our seven-question MCP audit.

How to choose

Related topics

Where Coding Agents MCP fits

The default toolkit for AI coding assistants: repos, docs, filesystem, issues, and browser verification — with setup steps for Cursor and Claude.

Frequently asked questions

What MCP servers should coding agents use first?
A practical starter stack: Filesystem, GitHub, Context7, plus one web research tool. See our Cursor setup guide.