mcp-ai-accountability
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| RELIABILITY_DB | No | Path to the reliability database file. For example, './reliability.db'. |
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| start_sessionA | Start a new tracking session for an agent. Call this at the beginning of a multi-step agent run. Returns a session_id that you should pass to later tools. |
| end_sessionB | End a tracking session and get a quick summary. |
| record_interactionB | Log one tool-call result. Call this after every important tool use so reliability can be measured. |
| get_reliability_scoreA | Get the current reliability score (0-100) for an agent. Score = percentage of successful tool calls in the last N hours. |
| analyze_failuresA | Find the most common failure patterns for an agent. Returns the tools that fail most often and sample error messages. |
| recommend_improvementsC | Give concrete, actionable recommendations to improve reliability. Based on real failure data. |
| generate_audit_reportC | Generate a full audit-style report useful for investors, compliance or internal reviews. |
| check_mcp_healthA | Simple health check against another MCP server (HTTP transport). Useful for multi-agent systems that depend on other MCP servers. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/princeruhulofficial/mcp-ai-accountability'
If you have feedback or need assistance with the MCP directory API, please join our Discord server