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Vetted Servers(8554)
mcp-tokens
by sd2k
Analyzes the token usage of Model Context Protocol (MCP) servers to help authors understand, track, and optimize context window consumption for AI models.
Analyzes the token usage of Model Context Protocol (MCP) servers to help authors understand, track, and optimize context window consumption for AI models.
Setup Requirements
- ⚠️Requires `ANTHROPIC_API_KEY` for accurate (non-estimated) token counts via Anthropic's free token counting API; otherwise, it defaults to the approximate `tiktoken` counter.
- ⚠️Requires a running or runnable Model Context Protocol (MCP) server command as input for analysis (e.g., `npx @modelcontextprotocol/server-everything` or a local executable).
Verified SafeView Analysis
goose-mcp-escrow-server
by nelsonjingusc
A minimal MCP server for escrow-style intent verification, deterministic planning, and reversible execution for Goose agents.
A minimal MCP server for escrow-style intent verification, deterministic planning, and reversible execution for Goose agents.
Verified SafeView Analysis
postgres-dynamodb-mcp-server
by swethasalunke-tech
Enable PostgreSQL-familiar developers to interact with Amazon DynamoDB via an MCP server, translating SQL-style operations into DynamoDB API calls.
Enable PostgreSQL-familiar developers to interact with Amazon DynamoDB via an MCP server, translating SQL-style operations into DynamoDB API calls.
Setup Requirements
- ⚠️Requires AWS credentials configured (e.g., via `aws configure` or environment variables).
- ⚠️Requires appropriate AWS IAM permissions for DynamoDB (create, read, write, describe).
- ⚠️Requires Python 3 and dependencies from `requirements.txt`.
Verified SafeView Analysis
MCP_Server_and_Agents-Fat-Earth
by niccolo-redantlergroup
A system designed for managing and orchestrating distributed agents from a central server.
A system designed for managing and orchestrating distributed agents from a central server.
Review RequiredView Analysis
AIFP
by aryanduntley
A modular Python server component designed to manage and track project metadata, code entities (files, functions, types), tasks, and functional programming compliance within a SQLite database for AI-driven development.
A modular Python server component designed to manage and track project metadata, code entities (files, functions, types), tasks, and functional programming compliance within a SQLite database for AI-driven development.
Setup Requirements
- ⚠️Requires an initialized SQLite 'project.db' (and 'aifp_core.db' for some helpers) to function, as the core logic is database-centric.
- ⚠️Requires Git CLI installed and accessible in the system's PATH for features like file change detection and Git hash tracking.
- ⚠️The Python helper files assume a specific internal module structure for imports (e.g., 'sys.path.insert'), which might require specific setup if run outside the AIFP project context.
Verified SafeView Analysis
mcp-telegram
by beepmedia
Enables AI agents to send and manage Telegram messages using the Telegram Bot API.
Enables AI agents to send and manage Telegram messages using the Telegram Bot API.
Setup Requirements
- ⚠️Requires Telegram Bot Token for API access (free to obtain from @BotFather)
- ⚠️Requires Bun runtime for execution
- ⚠️HTTP and SSE transports run without authentication if `MCP_TELEGRAM_API_KEY` is not set, posing a security risk if exposed.
Verified SafeView Analysis
surgical-fs-mcp
by FreeOnlineUser
A C# MCP server providing whitespace-tolerant, ACID-compliant file editing tools for Claude Desktop.
A C# MCP server providing whitespace-tolerant, ACID-compliant file editing tools for Claude Desktop.
Setup Requirements
- ⚠️Requires .NET 8.0 SDK installed.
- ⚠️Requires Claude Desktop to be installed and configured to use this server.
- ⚠️Requires manual code modification of 'SurgicalFsMcp.cs' to configure 'AllowedDirectories' for security, followed by a rebuild.
Review RequiredView Analysis
TraceVerde-MCP-Server
by Mandark-droid
The TraceVerde-MCP-Server likely serves as a backend for an application that needs to interact with an AI model, possibly for processing or generating text related to trace verde, indicated by 'MCP' which could stand for Model Communication Protocol or similar.
The TraceVerde-MCP-Server likely serves as a backend for an application that needs to interact with an AI model, possibly for processing or generating text related to trace verde, indicated by 'MCP' which could stand for Model Communication Protocol or similar.
Verified SafeView Analysis
featbit-front-agent
by featbit
This server acts as a Node.js proxy agent for the FeatBit feature flag system, allowing client-side SDKs to evaluate feature flags and send insights without direct communication with the FeatBit backend.
This server acts as a Node.js proxy agent for the FeatBit feature flag system, allowing client-side SDKs to evaluate feature flags and send insights without direct communication with the FeatBit backend.
Setup Requirements
- ⚠️Requires a running Node.js environment.
- ⚠️Relies on an active FeatBit account and backend for feature flag data and streaming.
- ⚠️Requires configuration with FeatBit SDK keys/secrets (e.g., `FB_SDK_KEY`, `FB_ENV_SECRET` passed as arguments or environment variables).
Review RequiredView Analysis
plaid-transactions-mcp
by laramarcodes
An MCP server enabling Claude to sync, search, and analyze financial transactions securely using Plaid's API.
An MCP server enabling Claude to sync, search, and analyze financial transactions securely using Plaid's API.
Setup Requirements
- ⚠️Requires macOS due to heavy reliance on `security` command for Keychain integration.
- ⚠️Plaid API Client ID and Secret must be manually set up in macOS Keychain prior to first use.
- ⚠️Access tokens for linked bank accounts are obtained via an interactive web-based Plaid Link flow using the `plaid_add_account` tool.
- ⚠️Requires manual JSON configuration in Claude Desktop/CLI config files for the MCP server.
Verified SafeView Analysis
coinbase-mcp-server
by visusnet
Provides a Model Context Protocol (MCP) server that interfaces with the Coinbase Advanced Trading API, enabling AI assistants like Claude to perform autonomous crypto trading.
Provides a Model Context Protocol (MCP) server that interfaces with the Coinbase Advanced Trading API, enabling AI assistants like Claude to perform autonomous crypto trading.
Setup Requirements
- ⚠️Requires Coinbase API Key Name and Private Key with 'Trading' permissions.
- ⚠️Private Key must be in PEM format (multiline string) and saved securely.
- ⚠️Node.js version >=24.12.0 is required.
Verified SafeView Analysis
mcp-api-center-sync
by Insight-DevSecOps
GitOps-powered synchronization of Model Context Protocol (MCP) server metadata from a public registry into Azure API Center instances for enterprise governance and discovery.
GitOps-powered synchronization of Model Context Protocol (MCP) server metadata from a public registry into Azure API Center instances for enterprise governance and discovery.
Setup Requirements
- ⚠️Requires comprehensive Azure OIDC (OpenID Connect) Workload Identity Federation setup, involving multiple Azure CLI commands and Microsoft Entra ID (Azure AD) App Registration.
- ⚠️Requires an active Azure Subscription with an existing Azure API Center instance.
- ⚠️PowerShell 7.0+ is a prerequisite for local script testing and potentially for the GitHub Actions runner environment if a custom runner is used (though GitHub-hosted runners usually have it).