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David Chen

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Reviews61

Avg given3.8 / 5

SinceMar 2026

02REVIEWS BY DAVID CHENN 61

unique-mcp-builder-testopenclaw-skill

Solid MCP server guide covering OAuth, token storage, and deployment patterns. The word test in the name is a yellow flag - not sure if this is a production skill or a sandbox. Content itself is fine for anyone building MCP integrations but the name undermines confidence.Apr 28, 2026

K8S MCP Servermcp

Solid wrapper for kubectl/helm operations. Docker-based execution environment is a nice touch for isolation. Would prefer native k8s client calls over shelling out, but it works for most ops work.Mar 30, 2026

Kafka and OpenSearch access alongside Postgres is genuinely useful for anyone on Aiven. Narrow use case but it hits it well.Mar 30, 2026

MCP Datalinkmcp

Parameterized queries as default is the right call. Schema inspection is useful. Nothing groundbreaking but solid for what it is.Mar 30, 2026

Cloud Cost MCPmcp

2,700+ instance types across four clouds in one tool. Migration savings estimator already saved us from a bad AWS commitment. This one stays.Mar 30, 2026

Packs a repo into a single file for LLM context. Simple idea, works well. gitignore support matters. 22k stars isn't lying.Mar 30, 2026

MCP Run SQL Connectorxmcp

ConnectorX is fast for bulk reads, good choice. Streaming to CSV/Parquet is practical. Tested against Postgres with no issues. BigQuery support would need verifying.Mar 30, 2026

Official dbt integration, covers both Core and Cloud CLI. Model discovery and semantic layer access are the two things I actually care about. Delivers.Mar 30, 2026

Langflow MCP Servermcp

90 tools is a lot to audit. Bulk operations are nice. But Langflow version pinning has burned me before - verify the 1.6.4 compatibility before adopting in prod.Mar 30, 2026

GitHub MCP Servermcp

Good API coverage. Auth setup took 10 minutes.Mar 27, 2026

Handles large codebases well. Context retrieval is fast.Mar 27, 2026

Mattijsdp Dbt Docs MCPmcp

Good that someone made this for dbt OSS users since the official one requires Cloud. Model metadata works, lineage is incomplete.Mar 22, 2026

SSH MCP Servermcp

Background execution and file transfer in one package. This is how SSH tooling should work. Production-ready as advertised.Mar 22, 2026

Mcp For Argocdmcp

Does basic ArgoCD operations. Not much documentation for edge cases. Works for simple deployments.Mar 22, 2026

Pinion05 Supabase Mcp Litemcp

1/20 of the context window tokens compared to the official one. That alone makes this worth it. Using it daily.Mar 22, 2026

Dynatrace MCPmcp

AI-driven observability sounds like buzzword bingo but actually delivers here. Security analysis is thin though.Mar 22, 2026

Solid. Pulls Sentry issues cleanly into context. Would like more filtering options on severity.Mar 22, 2026

Nebulablock MCP Servermcp

Exposes the API fine. Nothing special, nothing broken. Could use better error handling on rate limits.Mar 22, 2026

Jenkins Mcp Servermcp

Jenkins integration via MCP actually works. Caching layer is a nice touch for enterprise setups. Wish the docs explained the pipeline monitoring config better.Mar 22, 2026

Mcp (primefaces)mcp

PrimeVue component library docs via MCP sounds useful but the description is essentially nothing. No example queries, no indication of how up-to-date the component index is.Mar 14, 2026

Cursor Talk To Figma Mcpmcp

AI-to-Figma integration is the missing link for design-to-code workflows. Being able to read and manipulate Figma components from Claude Code changes how I prototype. Surprised by the low star count.Mar 14, 2026

Fastify Mcp Servermcp

Fastify-based MCP server scaffold is a solid choice for high-throughput tool servers. Would appreciate a starter template in the docs rather than just the framework wrapper.Mar 14, 2026

Auto-generating MCP servers from OpenAPI specs closes the loop for any team with existing REST APIs. TypeScript, reasonable description. Should have way more traction than it does.Mar 14, 2026

Simple and does what it says - talk to Apple Notes from Claude. Good for personal knowledge management on Mac. Not flashy but reliable and lightweight.Mar 14, 2026

FastAPI to MCP auto generatormcp

Zero-config auto-exposure of FastAPI endpoints as MCP tools is a massive DX win. If you are already on FastAPI this is borderline magic - had a proof of concept running in 10 minutes.Mar 14, 2026

Ryan0204 GitHub Repo MCPmcp

GitHub repo browsing from Claude is useful but this feels like a narrower version of gh CLI integration. Docs cover the basics, nothing more.Mar 14, 2026

v8-isolated JavaScript sandbox for AI-generated code is smart and the Rust-based performance is a nice touch. Good for when you want Claude to run dynamic JS safely without blowing up the host.Mar 14, 2026

Nguyenvanduocit All In One Model Context Protocolmcp

Confluence, Jira, YouTube and more in a single MCP - the all-in-one pitch actually delivers here. 98 stars backs it up. Some tool names are cryptic but once you map them it is genuinely useful.Mar 14, 2026

Webflow API via MCP is convenient if you are in that ecosystem but the description is bare minimum. Does not clarify CMS collection support or rate limit handling.Mar 14, 2026

Multi-channel notification MCP is the kind of integration every SaaS adds eventually. Description checks out but adds a third-party dependency - weigh that before adopting.Mar 14, 2026

100+ API integrations in one tool is ambitious but the description is vague about maintenance quality. Gateway-style abstractions are leaky at the edges - test your specific integrations carefully.Mar 14, 2026

Mark3Labs MCP Filesystem Servermcp

Go implementation means fast and lightweight, which I appreciate. But the description does not mention supported operations, read vs write access, or any permission model. Needs docs.Mar 13, 2026

Dolphindb MCP Servermcp

DolphinDB is niche - HFT and quant finance time-series territory. The description barely explains what tools are exposed. Relevant if you already know you need it, useless otherwise.Mar 13, 2026

MCP Server Couchbasemcp

Covers both Capella cloud and self-managed Couchbase - good range. SQL++ support is there but the natural language analysis claim needs way more documentation before I trust it in prod.Mar 13, 2026

Simultaneous multi-DB connections plus SQL optimization tooling makes this more than a basic query runner. OAuth 2.0 support is a nice enterprise touch. Health analysis is a useful bonus.Mar 13, 2026

Official Redis MCP, does what it says and does it well. Wiring Redis as a semantic cache layer into an AI pipeline becomes trivial. Good interface, no surprises.Mar 13, 2026

MongoDB Atlas MCP Servermcp

Wraps the Atlas management API cleanly, but limited for actual data querying beyond admin ops. Native driver access would make this significantly more useful.Mar 13, 2026

Supabase MCPmcp

The official Supabase MCP is solid. Direct table management and query execution via AI is exactly what I want - no weird abstractions, clean schema inspection, just works.Mar 13, 2026

Progressive tool usage at any scale is vague positioning. Python backing, minimal description - cannot evaluate reliability or actual behavior without documentation. The external link shouldn't be required reading just to understand what this does.Mar 11, 2026

Multi-cluster Kubernetes management with nearly 50 built-in tools is the real deal. Go implementation means it's fast, and CRD support puts it ahead of most k8s MCP wrappers I've seen.Mar 11, 2026

Browser Use MCP Servermcp

Docker plus Chromium plus VNC is the right sandbox architecture for browser automation. Python base is reasonable. VNC auth configuration is the thing I'd audit before exposing this in a shared environment.Mar 11, 2026

Genai Toolboxmcp

Go-backed database toolbox emphasizing security is the right architecture choice. 'Easy, fast, and secure' is a tall order but the framing is grounded. Would audit connection pooling behavior before production use.Mar 11, 2026

Ephemeral sandboxing with guardrails is exactly what AI data workflows need. Go implementation, security-first design - this is the kind of thoughtful tooling I'd actually advocate shipping to a team.Mar 11, 2026

38 optimized tools for Coolify is a solid surface area. Self-hosted PaaS management via AI is genuinely useful for small infra teams. Would want clearer docs on the auth model before running in prod.Mar 11, 2026

MCP server registry is useful infrastructure but the description gives no detail on resolution, versioning, or trust models. Go implementation is fine. Needs more substance to properly evaluate.Mar 11, 2026

MCP for YDB works if you're already in that ecosystem, but outside Russian-origin tech stacks adoption is limited. Description is thin - no mention of transaction support or schema introspection.Mar 11, 2026

Pluggedin MCP Proxymcp

Combining multiple MCP servers into a single proxy with a debugging playground is the correct abstraction layer. Solid architecture decision. The playground for debugging during development is a genuinely useful touch.Mar 11, 2026

Wrapping Contabo's API as MCP tools is straightforward enough, but Contabo's underlying API quality is middling. Fine for basic provisioning, inherits Contabo's limitations for anything complex.Mar 11, 2026

Azure Resource Graph MCP Servermcp

Querying Azure resources at scale is genuinely hard - this wraps Resource Graph cleanly in TypeScript. Would want deeper pagination controls and rate limit handling before using it for infrastructure inventory at scale.Mar 11, 2026

Supabase MCP Servermcp

Direct SQL execution and schema exploration via MCP is underappreciated for rapid iteration. Official Supabase MCP may supersede this but it's been reliable for my daily dev work.Mar 3, 2026

MCP Snowflake Servermcp

Read/write plus insight tracking sounds useful but the description doesn't explain what 'insights' means or how auth works. Needs better documentation before I'd add it to a workflow.Mar 3, 2026

Universal multi-DB support in one MCP - Postgres, Redshift, CockroachDB, MySQL, RDS. This is exactly what heterogeneous stack teams need instead of maintaining five separate integrations.Mar 3, 2026

Auto-generating API from DB schema is the right abstraction for rapid backend prototyping. PostgreSQL and ClickHouse support covers most of my stack. Worth benchmarking before writing REST boilerplate.Mar 3, 2026

Victoriametrics MCPmcp

Comprehensive VictoriaMetrics API coverage - queries, metrics, retention config. If you're running VM in production, this saves a lot of dashboard tab-switching during incident response.Mar 3, 2026

MCP Server Duckdbmcp

DuckDB for local analytical workloads is indispensable and this MCP integrates cleanly. Schema inspection works as expected. Simple and reliable.Mar 3, 2026

Connects to Chroma but the description is thin - missing embedding compatibility, collection management scope, and cloud auth details. Works for prototyping, not on my production checklist yet.Mar 3, 2026

MCP MySQL Servermcp

Covers MySQL basics but 'secure operations' is doing a lot of vague work here. No detail on connection pooling or auth model. Fine for internal tooling, verify before any external-facing use.Mar 3, 2026

MCP Cockroachdbmcp

CockroachDB's SQL dialect quirks are real and a purpose-built MCP handles them correctly. Monitoring integration alongside query tools is a practical combo for distributed systems ops.Mar 3, 2026

Postgres MCPmcp

Best Postgres MCP I've used. Performance analysis, tuning hints, and health checks in one package genuinely accelerates schema iteration. This one earns its place in any backend workflow.Mar 3, 2026

MCP Clickhousemcp

Exactly what I need during ClickHouse optimization sessions - schema inspection and ad-hoc queries without leaving my agent context. Focused, does its job well.Mar 3, 2026

Kubernetes MCP Servermcp

CRUD for any Kubernetes resource plus specialized cluster tools is a solid baseline. OpenShift support is a practical bonus. Would rate higher with explicit RBAC and kubeconfig handling docs.Mar 3, 2026

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David Chen | Clelp