Discover the Best AI Tools

An MCP temporal-calculation toolkit for date arithmetic, timezone conversion, business days, holidays, bounded recurrence and Gregorian or Persian calendars. It returns structured results using date and calendar libraries rather than model-generated calculations. Results depend on supplied reference times, timezone and holiday settings; it calculates schedules rather than creating events in an external calendar.

An MCP client for MicroTap’s hosted weather, search, prediction-market and crypto-data APIs. It creates a local EVM wallet on first run unless a key is supplied, and automatically pays x402 charges with Base USDC for tool calls. A per-call ceiling is configurable; read-only data queries still spend funds and the ceiling is not a daily budget.

An agent gateway combining a service-discovery index with routing and receipts for supported capability calls. Public discovery needs no key; execution requires an authenticated payment path and appropriate provider access. The searchable index is broader than callable coverage, and general multi-system business automation remains outside the current supported scope.

An MCP adapter for x402station endpoint risk evidence, including preflight checks, historical reports and flagged endpoint catalogs. The measurement backend remains hosted and private; policy enforcement is left to the caller. Paid checks themselves spend Base-mainnet USDC through a configured wallet, and a clean report is not a guarantee that an endpoint is safe or reliable.

A Node.js gateway that exposes local scripts and selected upstream MCP tools through compact discovery, execution hooks and configurable packaging. It targets one operator, with optional audit logging and OAuth resource-server authentication. The OAuth client flow is still planned, and newer HTTP/auth features are less extensively tested; the gateway does not make arbitrary tools safe.

An MCP wrapper for Vibes-Coded agent utilities, risk signals and paid workspace or memory services, plus a GitHub Action for deterministic scans of agent-related files. The local scanner caps combined input at 200,000 characters; scan verdicts are signals, not proof of safety. Hosted paid tools require x402 payment or prepaid access.

A local CLI, server and Chrome extension that let AI clients call web-service APIs through an authenticated browser session using plugins, with additional browser tools. Tools must be enabled and can use ask or automatic permissions. It requires Chrome and Node.js, inherits the logged-in session’s access, and includes anonymous telemetry that can be opted out of.

An MCP interface to Octodamus market data, sentiment summaries and model-derived trading signals for crypto, equities and prediction markets. It offers free and authenticated or paid endpoints through a hosted API. Signal confidence, estimated probabilities and example track records are provider outputs, not independently verified accuracy or a guarantee of investment returns.

A Node.js gateway that supervises multiple stdio or remote MCP servers and exposes them through routed endpoints or an aggregate tool interface. It provides tool filtering, on-demand process lifecycle and network authentication with OAuth or API tokens. Downstream servers still require their own configuration and credentials; local stdio access trusts the operating-system user.

A local-first DevOps assistant with a gateway and SQLite index for connecting code history, development tools and incident context. It exposes MCP interfaces and approval-gated automation; basic git provenance works without an LLM, while connected services need their credentials and AI features depend on model configuration. Local storage does not mean every connector or model runs offline.

A Python gateway that exposes multiple OpenAPI specifications or FastAPI apps as MCP tools and resources, with per-API authentication and configurable request shaping. It supports OAuth flows and progressive tool discovery. Fixed upstream bearer or API-key credentials do not protect the MCP listener; inbound access must be secured separately or through a protected OAuth flow.

A Python MCP server for inspecting and managing Redfish-compatible BMCs, with schema lookup, session authentication and task polling. Hardware operations require configured endpoints and BMC credentials. It defaults to read-only; power, configuration, firmware and account changes require elevated write mode and explicit confirmation, so discovery without credentials does not establish hardware access.

A self-hostable HTTP and MCP toolkit combining web and data utilities with a model gateway and report workflows. It includes local free-mode deployment and a hosted service with free and paid operations, using x402, MPP or prepaid credits. Model-backed features and upstream services have separate dependencies and costs; generated reports are not verified financial or professional advice.

A set of independently implemented Python MCP connectors for Japanese small-business SaaS and selected global services, including HR, invoicing, CRM and support tools. Each connector is installed and authenticated separately. Some older connectors have been moved to an unmaintained archive where official alternatives exist; these are not official vendor integrations.

An MCP search server for discovering and comparing indexed products, services and businesses, returning structured details and alternatives. It also exposes listing registration and management tools. Hosted access and self-hosting are documented, but results depend on the index’s coverage and freshness; ranking is not independent verification of product quality.

A TypeScript MCP toolkit with a shared runtime, integration servers and a CLI for configuration, execution, diagnostics and versioned cross-server workflows. It supports tool discovery, routing and access policies; service integrations require their own credentials. Its result-chunk iterator exposes completed responses rather than protocol-level streaming.

An MCP client that exposes Mamba Labs Apify actors for company identity resolution, enrichment, hiring and technology signals, and customer-fit scoring. Execution runs on Apify and requires an account and API token, subject to actor pricing. The sequencer tool can add leads to campaigns unless dry-run is enabled; signals and scores still need review.

An MCP discovery router for Macaroon Network products, source records and metadata, with an execution tool for paid queries. This release exposes x402 payments in USDC on Base and returns the payment challenge for the caller to sign. The package neither holds a wallet nor signs payments itself, and relies on the hosted registry and caller-supplied payment proof.

A local MCP navigator that searches a bundled SQLite catalog of SaaS services, API guidance and workflow recipes, with optional hooks for measuring agent usage. Core lookup works without hosted API calls; shared reporting and live updates require opt-in consent. Published token savings are benchmark-dependent estimates, not guaranteed savings for every workflow.

A local MCP bridge and CLI for searching the AllMCPs directory, retrieving installation configurations and submitting server listings. Tool behavior depends on the hosted AllMCPs endpoint. Ownership claims and paid listing promotion are separate actions; finding an installation snippet does not verify a listed server’s safety or functionality.

An MCP proposal workflow tool for freelancers and consultants that manages a local library of past proposals and helps an AI client analyze briefs, draft proposals and prepare follow-up writing. Drafts use saved examples as references and remain dependent on the connected AI client; proposal content used for drafting is shared with that client’s model, not kept entirely offline.

A self-hostable platform that turns REST, SOAP, GraphQL, database and existing MCP connections into configurable MCP tools. It provides visual mapping, access controls and audit logs, with optional AI-assisted relationship discovery disabled by default. Upstream systems still require their own credentials, and enabling AI features sends relevant context to the configured provider.

An OpenAPI-generated MCP server for TokenLab model discovery, pricing, inference, media generation and related developer APIs. Catalog access is keyless; credentialed operations require a TokenLab API key and hosted service access. It offers catalog, core and full tool profiles, returns async task status for some media, and excludes realtime and streaming-only operations.

An MCP connector to GlianaAI’s hosted image, video, audio and chat models and utility APIs, with model discovery, pricing and multi-step recipes. Discovery needs no wallet; paid generation and utility calls use wallet-funded MPP or x402 payments. File-based model inputs require public URLs, so local files must be uploaded or otherwise hosted first.