"Fluent Bit" matching MCP servers:

Hyperliquid research MCP — typed strategy composition, deterministic backtests on real market data, opt-in live execution.

Garmin Workouts MCP is a standalone MCP server for Garmin Connect workouts. It is intended as a focused extension for workflows that need a bit more structure around Garmin workout payloads, especially strength training.

Provides AI assistants with progressive code intelligence to explore repository structure, find symbols, and assess the impact of changes using ast-grep.

An MCP server that reads a file's embedded C2PA Content Credential to report whether it declares AI generation or a real-world capture, and checks whether that declaration's signature still verifies against the file's current bytes.

Provides access to Kenya's civic datasets including parliament records, county budgets, SACCO registry, and drought data through MCP tools. Enables AI agents to analyze and query Kenyan public data for civic applications.

A minimal FastMCP server in Python demonstrating all four MCP primitives with tools for arithmetic, word counting, time, and logging, resources for server info and code snippets, and prompts for summarization and code review.

Lets Claude Desktop, Claude Code, Cursor, and other MCP clients send messages to any external AI bot over an HTTP webhook and fetch the bot's answer back into the chat. Replies can arrive in the webhook response body, by polling a reply URL, over an SSE stream, or by posting to a local inbox, with tools for sending, reading, and waiting on threaded replies.

Model Context Protocol (MCP) server for Italian Electronic Invoicing (FatturaPA / SDI). Provide tools to validate, generate, and explore API specifications for Sistema di Interscambio (SDI) interoperability.

An MCP server for Italian law, enabling live access to legislation via Normattiva and case law from the Constitutional Court, Supreme Court, and administrative courts, with citation verification.

Enables AI assistants to perform full CRUD operations on Snipe-IT inventory systems, managing assets, users, licenses, and more via 39 tools.

Enables AI agents and sportsbooks to discover, evaluate, and monitor alternative sports leagues with tools for discovery, valuation, fingerprinting, and market data.

Enables LLMs supporting MCP to interact with NetBox data, providing read tools plus write tools to create, partially update, and bulk create or update objects, while intentionally excluding deletion.

A Model Context Protocol server that enables Large Language Models to interact with Git repositories through a robust API, supporting operations like repository initialization, cloning, file staging, committing, and branch management.

Enables AI coding agents to discover and verify current open-source libraries and models using live GitHub activity, PyPI adoption, license checks, and hardware VRAM estimates before generating code.

AI-native HTTP security testing MCP server — 18 tools with raw HTTP/1.1 + HTTP/2 control

Enables AI to create and manage Apache Superset dashboards, including adding charts and native filters from datasets.

Enables Microsoft Copilot Studio to manage Snipe-IT assets, inventory, users, licenses, reporting, and administration through 29 semantic tools, including read/write lifecycle operations and guarded deletion.

An MCP server that enforces safe git commits by allowing only specified files and providing fixup capabilities for earlier commits.

Scrapes the official Telegram Bot API documentation and provides tools for querying methods, types, fields, and relationships.

MCP server that exposes a Telegram bot, enabling sending messages and retrieving updates through natural language.

A single-install MCP server that provides AI agents with real-time market data, DeFi intelligence, payment rails (x402/Q402), agent identity infrastructure, and self-evolution capabilities.

Exposes the Telegram Bot API as tools for MCP clients, enabling sending messages, photos, polls, and more via a Telegram bot.

A production-ready foundation for building secure, observable MCP servers with built-in authentication, rate limiting, and reference tools like database-query and semantic-search.

YouTube from an MCP server or the ytk CLI: search and read any public video, channel, playlist or comment, and manage your own channels: analytics, uploads, metadata, playlists and comment moderation.

MCP-compatible server that gives AI agents access to alternative sports data across 30+ leagues — odds, events, probabilities, settlement, and futures for prediction markets, DFS platforms, and sportsbooks.

Provides a local-first MCP tool surface for generating images and videos across dozens of Higgsfield AI models (Sora, Veo, Kling, Seedance, FLUX, Soul, and more), including Soul character training, speech/talking-head video, batch submission, job status polling, model recommendation and param validation, and account/history access. It routes requests across both the official REST API and the experimental cloud web backend with retries, circuit breaking, and typed structured output.

A comprehensive Model Context Protocol server providing access to 70+ IT tools for developers and system administrators, including encoding/decoding, text manipulation, hashing, and network utilities.

A standard, local-first MCP server that lets AI agents carry a sealed, hash-verified task manifest across turns so state drift, loops, and duplicate actions are caught before they cost tokens. It also externalizes bulky payloads into content-addressed references that can be filtered server-side and rehydrated losslessly, keeping cached prompt prefixes intact and cutting context cost.

Exposes the Yandex 360 Tracker, Wiki, and Forms REST APIs as agent tools, one per SDK/CLI operation plus a cross-cutting status tool. It supports both read and write operations with honest annotations, and can be started in a read-only mode for cautious deployments.

An MCP server that provides tools for credit card BIN lookups and IP address verification to help prevent fraudulent transactions. It enables users to validate card details and perform IP lookups using the Bin Ip Checker API.