{"id":"tensorblock-awesome-mcp-servers","name":"awesome-mcp-servers","homepage":"https://tensorblock.co","repo_url":"https://github.com/TensorBlock/awesome-mcp-servers","category":"devtools","subcategories":[],"tags":["mcp","directory","discovery","ai-tools","awesome-list"],"what_it_does":"This repository is a community-curated directory of Model Context Protocol (MCP) servers across many categories. It does not itself provide a single MCP server or API; instead, it links to many other MCP server projects and summarizes their purpose.","use_cases":["Discovering existing MCP servers for specific domains (databases, cloud, developer tools, etc.)","Selecting candidate tools for building an MCP-based agent workflow","Quickly browsing server options by category"],"not_for":["A drop-in MCP server implementation","Programmatically invoking a unified API across the listed servers","Using it as a security boundary or trusted source of server implementations"],"best_when":"You need to find and compare third-party MCP servers quickly, and you will audit the linked projects before integrating them.","avoid_when":"You need a stable, single interface with consistent authentication/error handling/pagination across tools.","alternatives":["Browsing individual MCP server repositories directly on GitHub","Using MCP server discovery mechanisms provided by MCP client ecosystems (where available)","Maintained MCP registries or package indexes (if you have one in your toolchain)"],"af_score":20.0,"security_score":37.0,"reliability_score":12.5,"package_type":"mcp_server","discovery_source":["github"],"priority":"high","status":"evaluated","version_evaluated":null,"last_evaluated":"2026-03-30T13:26:43.559673+00:00","interface":{"has_rest_api":false,"has_graphql":false,"has_grpc":false,"has_mcp_server":false,"mcp_server_url":null,"has_sdk":false,"sdk_languages":[],"openapi_spec_url":null,"webhooks":false},"auth":{"methods":[],"oauth":false,"scopes":false,"notes":"No API/auth is provided by this repository; it only links to other projects."},"pricing":{"model":null,"free_tier_exists":false,"free_tier_limits":null,"paid_tiers":[],"requires_credit_card":false,"estimated_workload_costs":null,"notes":"As a public directory, pricing is not applicable. Linked third-party MCP servers may have their own costs."},"requirements":{"requires_signup":false,"requires_credit_card":false,"domain_verification":false,"data_residency":[],"compliance":[],"min_contract":null},"agent_readiness":{"af_score":20.0,"security_score":37.0,"reliability_score":12.5,"mcp_server_quality":0.0,"documentation_accuracy":20.0,"error_message_quality":0.0,"error_message_notes":null,"auth_complexity":100.0,"rate_limit_clarity":0.0,"tls_enforcement":70.0,"auth_strength":0.0,"scope_granularity":0.0,"dependency_hygiene":20.0,"secret_handling":100.0,"security_notes":"The repository itself does not handle secrets or provide an API. However, it promotes many third-party MCP servers; integrating any of them introduces supply-chain and security risks that are not mitigated by this directory.","uptime_documented":0.0,"version_stability":30.0,"breaking_changes_history":20.0,"error_recovery":0.0,"idempotency_support":"false","idempotency_notes":null,"pagination_style":"none","retry_guidance_documented":false,"known_agent_gotchas":["This is a directory, not an MCP server: there is nothing to call directly via MCP from this repository.","Linked MCP servers vary widely in maturity, authentication, and reliability; agent integrations require per-server validation.","Content is community-curated; consider supply-chain/audit risks of third-party repositories."]}}