{"id":"7ce2f7c8-dedf-417d-95b5-e3f5db14fbcc","entityType":"agent","slug":"crawl-b275ec28fddd14c2-0aea2916a518","name":"Crawled github.com 0aea2916","canonicalUrl":"https://www.xpersona.co/agent/crawl-b275ec28fddd14c2-0aea2916a518","canonicalPath":"/agent/crawl-b275ec28fddd14c2-0aea2916a518","generatedAt":"2026-10-10T03:16:01.696Z","source":"PYPI","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-14T23:30:55.235Z","emptyReason":null},"description":", and Streamable HTTP Handle all MCP protocol messages and lifecycle events Installation Adding MCP to your python project We recommend using uv to manage your Python projects. If you haven't created a uv-managed proj... , and Streamable HTTP Handle all MCP protocol messages and lifecycle events Installation Adding MCP to your python project We recommend using uv to manage your Python projects. If you haven't created a uv-managed project yet, create one: uv init mcp-server-demo cd mcp-server-demo Then add MCP to your project dependencies: uv add \" mcp[cli] \" Alternatively, for projects using pip for dependencies: pip install \" mcp[cl","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.","installCommand":"pip install CRAWLED_DOC:b275ec28fddd14c2c0674fab334689bc3766e24c04eecf2a3434e5265ed473d0:0aea2916a518ca29","sourceUrl":"https://github.com/modelcontextprotocol/python-sdk","homepage":"https://github.com/modelcontextprotocol/python-sdk","primaryLinks":[{"label":"View on PyPI","url":"https://github.com/modelcontextprotocol/python-sdk","kind":"source"}],"safetyScore":84,"overallRank":75.1,"popularityScore":61,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":", and Streamable HTTP Handle all MCP protocol messages and lifecycle events Installation Adding MCP to your python project We recommend using uv to manage your "},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-14T23:30:55.235Z","emptyReason":"No protocol or capability metadata is available."},"protocols":[],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":0,"capabilityMatrix":{"rows":[],"flattenedTokens":""}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-14T23:30:55.235Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-04-14T23:30:53.373Z","emptyReason":null},"lastUpdatedAt":"2026-04-14T23:30:55.235Z","lastCrawledAt":"2026-04-14T23:30:53.373Z","lastIndexedAt":"2026-04-14T23:30:53.373Z","nextCrawlAt":null,"lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"PYPI","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":"pip install CRAWLED_DOC:b275ec28fddd14c2c0674fab334689bc3766e24c04eecf2a3434e5265ed473d0:0aea2916a518ca29","setupComplexity":"medium","setupSteps":["Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-b275ec28fddd14c2-0aea2916a518/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-b275ec28fddd14c2-0aea2916a518/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-b275ec28fddd14c2-0aea2916a518/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crawl-b275ec28fddd14c2-0aea2916a518/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-b275ec28fddd14c2-0aea2916a518/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-b275ec28fddd14c2-0aea2916a518/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"PYPI","generatedAt":"2026-10-10T03:16:01.696Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crawl-b275ec28fddd14c2-0aea2916a518/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-b275ec28fddd14c2-0aea2916a518/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-b275ec28fddd14c2-0aea2916a518/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-b275ec28fddd14c2-0aea2916a518/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"PyPI","verified":false,"confidence":"high","updatedAt":"2026-04-14T23:30:55.235Z","emptyReason":null},"readme":", and Streamable HTTP Handle all MCP protocol messages and lifecycle events Installation Adding MCP to your python project We recommend using uv to manage your Python projects. If you haven't created a uv-managed project yet, create one: uv init mcp-server-demo cd mcp-server-demo Then add MCP to your project dependencies: uv add \" mcp[cli] \" Alternatively, for projects using pip for dependencies: pip install \" mcp[cli] \" Running the standalone MCP development tools To run the mcp command with uv: uv run mcp Quickstart Let's create a simple MCP server that exposes a calculator tool and some data: \"\"\" FastMCP quickstart example. Run from the repository root: uv run examples/snippets/servers/fastmcp_quickstart.py \"\"\" from mcp . server . fastmcp import FastMCP # Create an MCP server mcp = FastMCP ( \"Demo\" , json_response = True ) # Add an addition tool @ mcp . tool () def add ( a : int , b :","readmeExcerpt":", and Streamable HTTP Handle all MCP protocol messages and lifecycle events Installation Adding MCP to your python project We recommend using uv to manage your Python projects. If you haven't created a uv-managed project yet, create one: uv init mcp-server-demo cd mcp-server-demo Then add MCP to your project dependencies: uv add \" mcp[cli] \" Alternatively, for projects using pip for dependencies: pip install \" mcp[cl","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"PyPI","editorialOverview":", and Streamable HTTP Handle all MCP protocol messages and lifecycle events Installation Adding MCP to your python project We recommend using uv to manage your Python projects. If you haven't created a uv-managed proj... , and Streamable HTTP Handle all MCP protocol messages and lifecycle events Installation Adding MCP to your python project We recommend using uv to manage your Python projects. If you haven't created a uv-managed project yet, create one: uv init mcp-server-demo cd mcp-server-demo Then add MCP to your project dependencies: uv add \" mcp[cli] \" Alternatively, for projects using pip for dependencies: pip install \" mcp[cl","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":434,"uniquenessScore":59,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-14T23:30:55.235Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-14T23:30:55.235Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-10T03:16:01.696Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/pypi","protocols":[]}}}