BR
Braintree io.github.codespar/mcp-braintree MCP server for Braintree (PayPal) — global card processing via GraphQL: charge, refund, vault
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Developer tools Official MCP Registry · npm Local MIT
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Debug Kafka from an agent: find messages, measure consumer lag, unblock consumers, compare clusters.
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Developer tools Official MCP Registry · Go modules Local MIT
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Monitor uptime, manage incidents, configure alerting, and query dependency status via DevHelm
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Monitoring and observability Official MCP Registry · PyPI Local MIT
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Debug bridge inside your web app: an agent reads the DOM, console and network. Any browser.
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Developer tools Official MCP Registry · npm Local MIT
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Keyless local MCP server for QA: standards retrieval, effort estimation, doc review, test analysis.
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Developer tools Official MCP Registry · PyPI Local APACHE-2.0
OP
Openapi io.github.infoinlet-marketplace/mcp-openapi Turn any OpenAPI/Swagger spec into MCP tools — each operation an SSRF-guarded tool.
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Developer tools Official MCP Registry · npm Local MIT
AN
AnchorDB io.github.jolovicdev/anchordb Persistent code memory for AI agents: notes pinned to files and symbols that survive refactors.
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Docs and knowledge bases Official MCP Registry · Go modules Local MIT
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Debug microcontrollers via OpenOCD: flash, breakpoints, memory, registers and variables.
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Developer tools Official MCP Registry · PyPI Local MIT
MA
Manifold io.github.nonchan7720/manifold MCP gateway aggregating MCP servers and OpenAPI/Swagger REST APIs behind one MCP endpoint
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Developer tools Official MCP Registry · Go modules Remote MIT
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ADCIRC model configuration debugging, parameter lookup, and validation
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Developer tools Official MCP Registry · PyPI Local MIT
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SCHISM model configuration debugging, parameter lookup, and validation
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Developer tools Official MCP Registry · PyPI Local MIT
CH
ChirpStack io.github.oliveres/chirpstack-mcp-server Manage and live-debug LoRaWAN devices on a ChirpStack v4 network server over its gRPC API
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Developer tools Official MCP Registry · PyPI Local MIT
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Thunderstore mod search, dependency checks and r2modman export. Not affiliated with Thunderstore.
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Developer tools Official MCP Registry · npm Local MIT
GR
Green io.github.rlawogh1005/green-mcp Measure a program's CPU energy and LLM tokens, then refactor it cheaper. Measure, never estimate.
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Developer tools Official MCP Registry · PyPI Local MIT
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Protect your AI agents and IDEs from malicious open-source packages.
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Developer tools Official MCP Registry · Go modules Local APACHE-2.0
AL
Alphakey io.github.seyoung230/alphakey-mcp-server AlphaKey IDaaS MCP Server — Manage SSO, MFA, users, apps, and security policies through AI IDE
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Developer tools Official MCP Registry · PyPI Local LICENSEREF-PROPRIETARY
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Detect pytest config-leakage that corrupts agent-benchmark grading. Deterministic, no-LLM.
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Developer tools Official MCP Registry · PyPI Local MIT
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Capability-gated Gerrit code review tools with opt-in review notifications pushed into the session
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Developer tools Official MCP Registry · Go modules Local MIT
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Feature flags, A/B experiments, kill switches, dynamic config & i18n — Shipeasy MCP server.
100% up · 30 days
Developer tools Official MCP Registry · npm Local Remote 20 a week MIT
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Rule-tiered AST and sqlite-vec capability oracle for A-MEM agent workflows.
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Developer tools Official MCP Registry · npm Local 20 a week MIT