{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-mcpm","slug":"mcpm","name":"mcpm","type":"mcp","url":"https://github.com/pathintegral-institute/mcpm.sh","page_url":"https://unfragile.ai/mcpm","categories":["mcp-servers"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-mcpm__cap_0","uri":"capability://tool.use.integration.centralized.mcp.server.registry.with.global.configuration.synchronization","name":"centralized mcp server registry with global configuration synchronization","description":"Maintains a single source of truth for all installed MCP servers in ~/.mcpm/servers.json that automatically synchronizes across 14+ MCP clients (Claude Desktop, Cursor, VSCode, etc.) through client-specific configuration managers. Uses a layered architecture with bidirectional sync adapters that translate between MCPM's global config format and each client's native configuration file format (JSON, YAML, TOML variants), eliminating manual duplication and version drift across tools.","intents":["Install an MCP server once and have it available in all my AI tools without manual reconfiguration","Update a server configuration in one place and propagate changes to all connected clients automatically","Prevent configuration drift when managing servers across Claude Desktop, Cursor, VSCode, and other MCP clients"],"best_for":["teams managing multiple MCP clients across different AI applications","developers building AI agents that need consistent tool access across platforms","organizations standardizing on MCP server deployments"],"limitations":["Sync is unidirectional from MCPM to clients by default — manual client config edits won't propagate back to MCPM without explicit pull","Client-specific configuration managers must be implemented for each new client type; currently supports 14+ but custom clients require adapter code","No built-in conflict resolution if a server is manually edited in both MCPM and a client simultaneously"],"requires":["Python 3.8+","Supported MCP client installed (Claude Desktop, Cursor, VSCode, etc.)","Write access to ~/.mcpm/ and client config directories"],"input_types":["server configuration objects (JSON)","client configuration file paths","server metadata (name, version, command, args)"],"output_types":["synchronized client configuration files","global servers.json registry","sync status reports"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcpm__cap_1","uri":"capability://automation.workflow.virtual.profile.based.server.organization.with.tagging","name":"virtual profile-based server organization with tagging","description":"Organizes installed MCP servers into logical groups (profiles) using tags without duplicating server definitions, allowing developers to activate different server sets for different workflows. Profiles are stored in ~/.mcpm/profiles_metadata.json and reference servers by tag, enabling lightweight context switching between development, testing, and production server configurations without modifying the underlying global servers.json registry.","intents":["Create separate server profiles for different projects (e.g., 'web-dev' profile with web tools, 'data-science' profile with data tools)","Quickly switch between server sets for different workflows without manually enabling/disabling individual servers","Share a curated set of servers with team members by exporting a profile configuration"],"best_for":["developers working on multiple projects with different tool requirements","teams sharing standardized server configurations across projects","organizations with environment-specific server needs (dev/staging/prod)"],"limitations":["Profiles are client-specific — switching profiles requires re-syncing to all connected clients, adding ~500ms latency per switch","No built-in profile inheritance or composition — each profile must explicitly list all required servers","Tag-based filtering is simple string matching; no regex or complex query support"],"requires":["MCPM v2.0+","At least one server installed in global registry","Write access to ~/.mcpm/profiles_metadata.json"],"input_types":["profile name (string)","server tags (array of strings)","profile metadata (description, author)"],"output_types":["profile configuration (JSON)","list of servers matching profile tags","profile export/import files"],"categories":["automation-workflow","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcpm__cap_10","uri":"capability://data.processing.analysis.server.capability.introspection.and.schema.extraction","name":"server capability introspection and schema extraction","description":"Automatically introspects MCP servers to extract their capabilities, available functions, argument schemas, and return types without requiring manual documentation or configuration. The introspection layer invokes servers with introspection requests (following MCP protocol), parses the responses, and builds a capability index that describes what each server can do, what arguments it accepts, and what it returns. This enables dynamic server discovery, capability-based server selection, and automatic documentation generation without manual schema definition.","intents":["Automatically discover what functions an MCP server provides without reading documentation","Generate server documentation and schemas from the server's introspection output","Enable capability-based server selection (e.g., 'find a server that can read files')"],"best_for":["developers building dynamic server discovery systems","teams automating server documentation generation","agents that need to understand server capabilities at runtime"],"limitations":["Introspection requires servers to implement MCP introspection protocol — legacy servers without introspection support cannot be introspected","Introspection is slow — requires starting the server and making multiple requests, adding ~1-2 seconds per server","Extracted schemas may be incomplete if servers don't fully document their arguments or return types","No caching of introspection results — each introspection run requires server startup","Introspection output format is server-specific; normalization to a standard format may lose information"],"requires":["MCPM v2.0+","Server binary or script that implements MCP introspection protocol","Ability to start and communicate with the server"],"input_types":["server command (string)","server arguments (array)","introspection request (MCP protocol message)"],"output_types":["capability list (array of function names)","function schemas (JSON Schema format)","argument specifications","return type information"],"categories":["data-processing-analysis","memory-knowledge"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcpm__cap_11","uri":"capability://automation.workflow.cli.command.routing.and.subcommand.organization","name":"cli command routing and subcommand organization","description":"Provides a hierarchical command-line interface with organized subcommands for server management (install, remove, update), client management (sync, list), profile management (create, list, activate), and execution/sharing (run, share, tunnel). The CLI uses a command router that dispatches to specialized managers based on the command hierarchy, with consistent flag parsing, help generation, and error handling across all subcommands. This enables developers to discover and use MCPM functionality through a familiar CLI interface with bash completion support and machine-readable help output.","intents":["Discover available MCPM commands and their options using `mcpm --help`","Run server management commands (install, remove, update) with consistent syntax","Use bash completion to quickly type MCPM commands without memorizing syntax"],"best_for":["developers using MCPM from the command line","teams documenting MCPM usage in runbooks and automation scripts","shell script authors integrating MCPM into larger automation workflows"],"limitations":["CLI is shell-specific — bash completion only works in bash/zsh, not in fish or other shells","Help output is text-based; no interactive help or command suggestions","Flag parsing is strict — typos in flags result in errors rather than suggestions","No built-in command aliasing or custom command definitions","Subcommand nesting is limited to 2 levels (e.g., `mcpm server install` but not deeper)"],"requires":["MCPM v2.0+","Bash or compatible shell for CLI usage","For bash completion: bash-completion package installed"],"input_types":["command name (string)","subcommand name (string)","flags and options (--flag value)","positional arguments"],"output_types":["command output (text, JSON, or YAML)","help text","error messages","exit codes"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcpm__cap_2","uri":"capability://tool.use.integration.multi.execution.mode.server.runtime.with.stdio.http.and.sse.support","name":"multi-execution-mode server runtime with stdio, http, and sse support","description":"Executes MCP servers in three distinct modes — STDIO for direct client integration, HTTP for testing and debugging, and SSE (Server-Sent Events) for streaming responses — with automatic mode selection based on client requirements. The execution layer abstracts the underlying transport protocol, allowing the same server definition to be deployed across different execution contexts without modification, using a mode-aware command wrapper that injects appropriate environment variables and protocol handlers.","intents":["Test an MCP server locally via HTTP before deploying it to production clients","Run the same server in STDIO mode for Claude Desktop and HTTP mode for web-based testing tools","Stream long-running server responses to clients using SSE without blocking the client connection"],"best_for":["developers testing MCP servers before client integration","teams deploying servers across heterogeneous client types with different protocol requirements","builders creating streaming-enabled MCP servers"],"limitations":["STDIO mode requires bidirectional pipe communication — incompatible with stateless serverless environments","HTTP mode adds ~50-100ms latency per request due to HTTP overhead vs direct STDIO","SSE mode requires persistent connections — not suitable for clients with strict connection timeouts (<30s)","Mode switching requires server restart; no hot-swapping between execution modes"],"requires":["MCP server binary or script","Python 3.8+ for execution wrapper","For HTTP mode: available port (default 8000)","For SSE mode: client support for Server-Sent Events protocol"],"input_types":["server command (string)","execution mode flag (stdio|http|sse)","environment variables","server arguments"],"output_types":["STDIO: bidirectional JSON-RPC messages","HTTP: REST API responses (JSON)","SSE: streaming event stream (text/event-stream)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcpm__cap_3","uri":"capability://search.retrieval.mcp.server.discovery.and.registry.browsing.with.automated.manifest.generation","name":"mcp server discovery and registry browsing with automated manifest generation","description":"Provides a centralized registry (mcpm.sh/registry) for discovering and installing MCP servers with automated manifest generation that extracts server metadata (name, version, description, capabilities, arguments) from server binaries or source code. The registry API enables programmatic server search, filtering by capability tags, and one-command installation via `mcpm install`, with manifest generation automatically creating standardized server.json entries that include command invocation, environment setup, and argument schemas without manual configuration.","intents":["Browse available MCP servers and install them with a single command instead of manual configuration","Search for servers by capability (e.g., 'find all servers that support file operations')","Automatically generate server configuration from a binary or GitHub repository without writing JSON by hand"],"best_for":["developers discovering new MCP servers for their workflows","teams standardizing on a curated set of approved servers","MCP server authors publishing their tools for community discovery"],"limitations":["Manifest generation requires servers to expose metadata via --help, --version, or introspection endpoints — servers without standard metadata require manual manifest creation","Registry search is tag-based only; no full-text search or semantic search across server descriptions","Automated manifest generation may miss optional arguments or environment variables not exposed in standard help output","Registry is centralized — no built-in support for private/internal server registries (requires self-hosting)"],"requires":["Internet connection to access mcpm.sh/registry","Server binary or GitHub repository URL","For private registries: self-hosted registry instance"],"input_types":["server name or search query (string)","capability tags (array)","server binary path or GitHub URL","manifest template (optional JSON)"],"output_types":["server manifest (JSON with schema)","server metadata (name, version, description, capabilities)","installation command","registry search results (JSON)"],"categories":["search-retrieval","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcpm__cap_4","uri":"capability://tool.use.integration.fastmcp.proxy.based.server.sharing.and.tunneling.with.encryption","name":"fastmcp proxy-based server sharing and tunneling with encryption","description":"Exposes MCP servers through encrypted tunnels using the FastMCP proxy system, enabling secure sharing of local servers with remote clients or team members without exposing raw server endpoints. The proxy layer handles encryption, authentication, and connection multiplexing, allowing a developer to share a server running on localhost:8000 with a remote collaborator via a secure tunnel URL that can be revoked or time-limited without modifying the underlying server.","intents":["Share a local MCP server with a remote team member securely without exposing the server to the public internet","Create temporary access links to servers that expire after a set time or number of uses","Enable remote debugging of MCP servers by tunneling local server connections to remote clients"],"best_for":["teams collaborating on MCP server development across locations","developers sharing custom tools with non-technical stakeholders","organizations requiring secure server sharing without VPN setup"],"limitations":["Tunneling adds ~100-200ms latency per request due to proxy overhead and encryption/decryption","Proxy requires outbound internet connectivity; incompatible with air-gapped or offline environments","No built-in rate limiting or quota management — requires external monitoring for abuse detection","Tunnel URLs are single-use or time-limited; no persistent sharing without re-creating tunnels","Encrypted tunnels require FastMCP proxy service running; self-hosting requires additional infrastructure"],"requires":["MCPM v2.0+","FastMCP proxy service (cloud-hosted or self-hosted)","Outbound internet connectivity","API key or authentication token for proxy service"],"input_types":["local server address (host:port)","tunnel duration or expiration time","access control list (optional)","encryption key (auto-generated or provided)"],"output_types":["encrypted tunnel URL (string)","tunnel metadata (expiration, access count)","revocation token","tunnel status/health"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcpm__cap_5","uri":"capability://tool.use.integration.multi.client.configuration.synchronization.with.format.translation","name":"multi-client configuration synchronization with format translation","description":"Synchronizes server configurations across 14+ MCP clients by translating between MCPM's canonical JSON format and each client's native configuration format (Claude Desktop's JSON, Cursor's YAML, VSCode's JSON with extensions, etc.). The synchronization layer uses client-specific configuration managers that understand each client's file structure, environment variable handling, and server invocation patterns, enabling atomic updates where a single `mcpm sync` command propagates changes to all connected clients without manual editing.","intents":["Update a server configuration in MCPM and automatically apply changes to Claude Desktop, Cursor, VSCode, and other clients","Add a new server to MCPM and have it appear in all connected clients without manual configuration in each tool","Maintain consistent server versions across all clients by syncing from a single source of truth"],"best_for":["developers using multiple MCP clients simultaneously","teams standardizing server configurations across different tools","organizations managing MCP deployments at scale"],"limitations":["Sync is one-way (MCPM → clients) by default; client-side edits require manual pull to MCPM","Format translation may lose client-specific configuration options not supported by MCPM's schema","Sync requires write access to each client's configuration directory; fails silently if permissions are insufficient","No conflict detection or merging if a server is edited in both MCPM and a client simultaneously","Client detection is manual — MCPM must be told which clients are installed; no automatic client discovery"],"requires":["MCPM v2.0+","At least one MCP client installed (Claude Desktop, Cursor, VSCode, etc.)","Write access to client configuration directories","Client-specific configuration manager implemented in MCPM"],"input_types":["server configuration (JSON from servers.json)","target client names (array of strings)","sync mode (full|incremental|dry-run)"],"output_types":["client-specific configuration files (JSON/YAML/TOML)","sync status report (success/failure per client)","diff of changes (optional)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcpm__cap_6","uri":"capability://automation.workflow.non.interactive.ai.automation.mode.with.environment.variable.control","name":"non-interactive ai automation mode with environment variable control","description":"Enables MCPM to be controlled entirely through environment variables and command-line flags without interactive prompts, allowing AI agents and automation scripts to manage MCP servers programmatically. The automation layer supports machine-readable output formats (JSON, YAML), environment variable substitution in server configurations, and non-blocking command execution, enabling agents to install, configure, and execute servers as part of larger automation workflows without human intervention.","intents":["Have an AI agent automatically install and configure MCP servers based on task requirements","Run MCPM commands in CI/CD pipelines without interactive prompts or manual approval","Enable automated server deployment and configuration updates triggered by external events"],"best_for":["AI agents and LLMs managing their own tool configurations","CI/CD pipelines automating MCP server deployment","automation scripts orchestrating multi-step server setup"],"limitations":["Non-interactive mode requires all inputs to be provided upfront via environment variables or flags — no fallback to interactive prompts","Error handling is limited to exit codes and stderr output — no interactive error recovery or clarification","Machine-readable output (JSON) may be verbose for simple operations; no compact output mode","Environment variable substitution is simple string replacement — no complex templating or conditional logic","No built-in rate limiting or safety checks — agents can accidentally create conflicting configurations"],"requires":["MCPM v2.0+","Environment variables set for all required inputs (server name, command, args, etc.)","Ability to parse JSON/YAML output from MCPM commands"],"input_types":["environment variables (MCPM_SERVER_NAME, MCPM_COMMAND, etc.)","command-line flags (--non-interactive, --output-format json)","configuration templates with variable placeholders"],"output_types":["machine-readable output (JSON, YAML)","exit codes (0 for success, non-zero for failure)","stderr messages for errors and warnings"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcpm__cap_7","uri":"capability://memory.knowledge.machine.readable.server.documentation.generation.for.llm.context","name":"machine-readable server documentation generation for llm context","description":"Generates standardized, LLM-optimized documentation of all installed servers and their capabilities in ~/.config/mcpm/llm.txt, providing AI agents with a structured reference of available tools, arguments, and usage patterns. The documentation generator introspects server schemas, extracts capability descriptions, and formats them in a way that's optimized for LLM token efficiency and comprehension, enabling agents to understand and invoke servers without requiring separate documentation lookups or web searches.","intents":["Provide an AI agent with a complete, up-to-date list of available MCP servers and their capabilities","Enable agents to understand server arguments and usage patterns without making exploratory API calls","Generate documentation that's optimized for LLM context windows (concise, structured, no fluff)"],"best_for":["AI agents and LLMs that need to understand available tools","developers building agent systems that manage their own tool configurations","teams documenting MCP server capabilities for internal use"],"limitations":["Documentation generation requires servers to expose schema information — servers without schema support generate minimal documentation","LLM-optimized format may be less human-readable than traditional documentation","Documentation is static — requires manual regeneration after server updates (no automatic watching)","No support for custom documentation templates or formatting preferences","Documentation includes all servers in the registry; no filtering by profile or capability"],"requires":["MCPM v2.0+","At least one server installed with schema information","Write access to ~/.config/mcpm/llm.txt"],"input_types":["server registry (servers.json)","server schemas (from server introspection)","documentation format preference (optional)"],"output_types":["machine-readable documentation (llm.txt)","structured server metadata (JSON)","capability index"],"categories":["memory-knowledge","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcpm__cap_8","uri":"capability://automation.workflow.server.lifecycle.management.with.installation.type.abstraction","name":"server lifecycle management with installation type abstraction","description":"Manages MCP servers across multiple installation types (binary executables, npm packages, Python packages, GitHub repositories, Docker containers) through a unified interface that abstracts the underlying installation mechanism. The lifecycle manager handles installation, updates, version pinning, dependency resolution, and removal, using type-specific handlers that understand each installation method's requirements and constraints, enabling developers to install servers from any source without learning installation-specific details.","intents":["Install an MCP server from npm, pip, GitHub, or as a standalone binary using the same `mcpm install` command","Update all installed servers to their latest versions with a single command","Pin a server to a specific version and prevent automatic updates"],"best_for":["developers managing servers from heterogeneous sources (npm, pip, GitHub, binaries)","teams standardizing on specific server versions across projects","organizations automating server deployment and updates"],"limitations":["Dependency resolution is shallow — doesn't resolve transitive dependencies for npm/pip packages, only direct dependencies","Version pinning is per-server only; no support for version constraints or semantic versioning ranges","Docker container support requires Docker daemon running; no built-in container orchestration","Update checking is manual — no automatic update notifications or scheduled checks","Installation type detection is heuristic-based; may fail for non-standard package structures"],"requires":["MCPM v2.0+","For npm packages: Node.js 14+ and npm installed","For Python packages: Python 3.8+ and pip installed","For GitHub repos: git installed and GitHub access","For Docker: Docker daemon running","For binaries: appropriate architecture and OS support"],"input_types":["server source (npm package name, pip package name, GitHub URL, binary path, Docker image)","version specifier (optional, defaults to latest)","installation options (environment variables, build flags)"],"output_types":["installation status (success/failure)","installed server metadata (name, version, path)","dependency list","update availability report"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-mcpm__cap_9","uri":"capability://data.processing.analysis.server.configuration.schema.validation.and.argument.mapping","name":"server configuration schema validation and argument mapping","description":"Validates MCP server configurations against standardized schemas and maps user-provided arguments to server command-line invocations, ensuring type safety and preventing misconfiguration. The schema validation layer uses JSON Schema for server definitions, validates argument types (string, number, boolean, array), enforces required arguments, and provides helpful error messages when validation fails. The argument mapper translates high-level configuration into server-specific command-line flags and environment variables, handling escaping, quoting, and platform-specific differences automatically.","intents":["Validate a server configuration before deploying it to ensure all required arguments are present and correctly typed","Map user-friendly configuration to server-specific command-line arguments without manual flag construction","Catch configuration errors early with clear error messages instead of runtime failures"],"best_for":["developers configuring MCP servers programmatically","teams enforcing configuration standards across servers","automation scripts that need to validate configurations before deployment"],"limitations":["Schema validation is static — doesn't validate runtime constraints like 'port must be available' or 'file must exist'","Argument mapping is declarative only — doesn't support complex conditional logic or computed arguments","Error messages are schema-based; may be cryptic for complex nested configurations","No support for custom validation rules or validators beyond JSON Schema","Platform-specific argument handling (Windows vs Unix) is basic; complex escaping may require manual intervention"],"requires":["MCPM v2.0+","Server configuration schema (JSON Schema format)","Server argument specification (mapping of config keys to CLI flags)"],"input_types":["server configuration (JSON)","server schema (JSON Schema)","argument mapping specification"],"output_types":["validation result (pass/fail with errors)","mapped command-line arguments (array of strings)","environment variables (key-value pairs)","error messages with suggestions"],"categories":["data-processing-analysis","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":31,"verified":false,"data_access_risk":"high","permissions":["Python 3.8+","Supported MCP client installed (Claude Desktop, Cursor, VSCode, etc.)","Write access to ~/.mcpm/ and client config directories","MCPM v2.0+","At least one server installed in global registry","Write access to ~/.mcpm/profiles_metadata.json","Server binary or script that implements MCP introspection protocol","Ability to start and communicate with the server","Bash or compatible shell for CLI usage","For bash completion: bash-completion package installed"],"failure_modes":["Sync is unidirectional from MCPM to clients by default — manual client config edits won't propagate back to MCPM without explicit pull","Client-specific configuration managers must be implemented for each new client type; currently supports 14+ but custom clients require adapter code","No built-in conflict resolution if a server is manually edited in both MCPM and a client simultaneously","Profiles are client-specific — switching profiles requires re-syncing to all connected clients, adding ~500ms latency per switch","No built-in profile inheritance or composition — each profile must explicitly list all required servers","Tag-based filtering is simple string matching; no regex or complex query support","Introspection requires servers to implement MCP introspection protocol — legacy servers without introspection support cannot be introspected","Introspection is slow — requires starting the server and making multiple requests, adding ~1-2 seconds per server","Extracted schemas may be incomplete if servers don't fully document their arguments or return types","No caching of introspection results — each introspection run requires server startup","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.49,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.15,"match_graph":0.23,"freshness":0.12}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:03.578Z","last_scraped_at":"2026-05-03T14:00:18.053Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=mcpm","compare_url":"https://unfragile.ai/compare?artifact=mcpm"}},"signature":"pTcK3ZYF5oKnwoeuduZhdI4ugqI1wxUeFBXhMnGhA1BQITWKiakCQ73b1V7Dr9wGdZsobCqY5rq9SbFy8B5EAw==","signedAt":"2026-06-21T18:16:29.022Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/mcpm","artifact":"https://unfragile.ai/mcpm","verify":"https://unfragile.ai/api/v1/verify?slug=mcpm","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}