Browse 4,370 MCP Server Configurations

Connect to Apache Airflow.

Explore OpenAPI specs, search endpoints and generate TypeScript types.

Control interactive terminals (PTY) with stateful sessions, SSH connections and background process management.

Control robots with natural language via ROS 2 topics, services and actions.

Generate interactive mind maps.

Query Go package information on pkg.go.dev.

brain MCP server](https://glama.ai/mcp/servers/zaebee/codegraph-brain/badges/score.svg)](https://glama.ai/mcp/servers/zaebee/codegraph-brain) 🐍 🏠 - Local Python/TypeScript code graph: call tracing, multi-hop impact analysis, authz reachability audits, coupling metrics and architectural drift detection.

core/badges/score.svg)](https://glama.ai/mcp/servers/zeitcow/implicit-core) 🐍 🏠 🍎 🪟 🐧 - Bounded synthetic experience addressing, selective state materialization, provenance and fixed benchmark/adapter rehearsal over local stdio. Real environment adapters use the Python SDK.

Connect to ZenML MLOps and LLMOps pipelines.

Lets your coding agent ship a SwiftUI iOS subscription app from idea to TestFlight: niche validation with live App Store data, SwiftUI scaffold, Supabase backend, App Store Connect subscriptions and RevenueCat, localization, ASO, screenshots. Gated stages, human approval for irreversible actions, every service optional.

mcp MCP server](https://glama.ai/mcp/servers/mshegolev/jaeger-mcp/badges/score.svg)](https://glama.ai/mcp/servers/mshegolev/jaeger-mcp) 🐍 ☁️ 🏠 - Query Jaeger distributed tracing: list services and operations, search and fetch traces, and view service dependencies.

Offline Garmin Connect IQ SDK documentation with search and API examples.

labs/perfetto-mcp-rs MCP server](https://glama.ai/mcp/servers/tooluse-labs/perfetto-mcp-rs/badges/score.svg)](https://glama.ai/mcp/servers/tooluse-labs/perfetto-mcp-rs) 🦀 🏠 🍎 🪟 🐧 - Perfetto trace analysis: run PerfettoSQL queries on trace files, with Chrome tools for page loads, scroll jank, main-thread hotspots and stdlib discovery.

io/radar/badges/score.svg)](https://glama.ai/mcp/servers/skyhook-io/radar) 🎖️ 🏎️ 🏠 🍎 🪟 🐧 - Query Kubernetes cluster topology, resources, events, logs and Helm/GitOps state across clusters via Radar, a Kubernetes visibility tool.

Semantic code graph: indexes a codebase into a typed graph for call-chain tracing, data-flow analysis, semantic search and invariant checking.

token-safer MCP server](https://glama.ai/mcp/servers/JSungMin/vs-token-safer/badges/score.svg)](https://glama.ai/mcp/servers/JSungMin/vs-token-safer) 📇 🏠 🍎 🪟 🐧 - Routes code search through language-server indexes (clangd, Roslyn, tsserver, pyright) instead of grep, plus symbol-level edits and git/p4 output compaction.

Semantic codebase search and persistent working memory: hybrid dense and BM25 search over AST-aware chunks, a symbol graph and notes that survive restarts.

mcp MCP server](https://glama.ai/mcp/servers/ozers/hooksense-mcp/badges/score.svg)](https://glama.ai/mcp/servers/ozers/hooksense-mcp) 📇 ☁️ - Webhook callbacks for AI agents: create callback URLs, wait for signature-verified webhooks instead of polling, verify HMAC and list or replay callbacks.

mcp MCP server](https://glama.ai/mcp/servers/Bishop81/imagedimensions-mcp/badges/score.svg)](https://glama.ai/mcp/servers/Bishop81/imagedimensions-mcp) 📇 ☁️ - Audit images on a web page via the imagedimensions.com API: natural vs rendered dimensions, oversized-image detection and format breakdown.

mcp MCP server](https://glama.ai/mcp/servers/sebastienrousseau/rlg/badges/score.svg)](https://glama.ai/mcp/servers/sebastienrousseau/rlg) 🦀 🏠 🍎 🪟 🐧 - Log tools for on-call and SRE workflows over rlg (RustLogs) files: tail events by level or target, filter with JSON-path predicates and summarize errors.

Deterministic guardrail for AI-written diffs: AST-based checks for SQLi, SSRF, XXE, hardcoded secrets and over-abstraction, scoped to the changed lines.

Compliance/wcagc-mcp MCP server](https://glama.ai/mcp/servers/WCAG-Compliance/wcagc-mcp/badges/score.svg)](https://glama.ai/mcp/servers/WCAG-Compliance/wcagc-mcp) 🎖️ 📇 ☁️ 🏠 - Accessibility scanning with axe-core (WCAG 2.1 AA, EN 301 549, PDF/UA) via wcagc: scan URLs and PDFs, crawl sites, replay journeys and read violation trends.

methos/jsonfabrica-mcp-server MCP server](https://glama.ai/mcp/servers/ms-methos/jsonfabrica-mcp-server/badges/score.svg)](https://glama.ai/mcp/servers/ms-methos/jsonfabrica-mcp-server) 📇 🏠 🍎 🪟 🐧 - Generate realistic, schema-conformant JSON test data (single documents or relational batches) from reusable templates via the JsonFabrica API.

Reads TallyPrime for your AI assistant; posts only vouchers you approve. Windows, Apple Silicon Mac.