MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 3 hours, 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39201 |
azure-devops-mcp
Claim
Enables read-only interaction with Azure DevOps Server (on-premises) including …
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| 39202 |
md2wechat-mcp-server
Claim
📝 md2wechat MCP Server | 让 Claude Code & AI Agent 一键排版发布到微信公众号
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| 39203 |
gopher
Claim
Lead intelligence layer for AI agents. Discover and enrich B2B prospects from n…
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| 39204 |
subradar
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| 39205 |
NVIDIA MCP
Claim
Provides tools for NVIDIA NIM and Visual GenAI APIs, enabling chat completions,…
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| 39206 |
TOPY.AI · AI CPO
Claim
Founders' AI CPO: product review, feedback triage, decision log, honest A/B tes…
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| 39207 |
Cymosoft
Claim
Cymosoft JSC profile and case studies (EN/JA) plus Japanese text utilities (文字数…
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| 39208 |
Kawakami MCP Server
Claim
Exposes the catalog of Supermercados Kawakami (Paraguaçu Paulista/SP) as tools …
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| 39209 |
AppTweak MCP Server
Claim
Empowers users to search and analyze mobile apps via the AppTweak API, providin…
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| 39210 |
mcp-gerasure
Claim
Microinsurance: get quotes, buy policies, file claims, manage coverage. 50+ cou…
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| 39211 |
Access a comprehensive suite of tools and resources to help startups and small …
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| 39212 |
dbt MCP Server
Claim
A minimal, extensible MCP server to run dbt models via CLI, HTTP API, or AI int…
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| 39213 |
SettleMesh
Claim
Deploy and monetize agent-built apps from one MCP. Ship a full-stack app (login…
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| 39214 |
MCP Learning Server
Claim
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
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| 39215 |
mcp-repo-context
Claim
A Weaviate-backed MCP server that gives Claude Code agents semantic search over…
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| 39216 |
mercury-mcp
Claim
Cross-architecture LLM internal observation database (23 models, 13 architectur…
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| 39217 |
a0nexus-bitcoin-mcp
Claim
Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-cal…
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| 39218 |
mcp-server-bigquery
Claim
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| 39219 |
MCP server for USDC micropayments on Base. Pay for x402-gated content, APIs, or…
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| 39220 |
BullRun
Claim
Stock screening, company financials, ETF search, and personal portfolio analysi…
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| 39221 |
simba-mcp
Claim
Connects AI assistants to marketing mix models, enabling natural language data …
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| 39222 |
MCP Manager
Claim
Self-hosted MCP proxy and aggregation platform. Register multiple upstream MCP …
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| 39223 |
Enterprise MCP Skill Hub
Claim
Enterprise MCP Skill Hub is a locally runnable reference implementation of a go…
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| 39224 |
nestjs-mcp-controller
Claim
Build MCP servers inside NestJS applications using ordinary controllers with de…
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| 39225 |
github-mcp-tool
Claim
Enables managing GitHub repositories, files, and user information through MCP, …
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| 39226 |
TruthSpine
Claim
Every AI chat starts already knowing your project. Needs the TruthSpine app: tr…
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| 39227 |
Browser Runtime MCP
Claim
Enables AI agents to monitor and debug browser runtime errors, console logs, an…
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| 39228 |
win-capture-mcp
Claim
A Windows MCP server that enables AI agents to capture screenshots of open wind…
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| 39229 |
mcp-server
Claim
Drive Instavar Studio video jobs (create, render, approve, publish, metrics) wi…
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| 39230 |
wildberries-mcp
Claim
MCP server that turns Wildberries marketplace into a toolkit for LLM agents, en…
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| 39231 |
substack-mcp
Claim
Remote MCP server that provides tools to read a Substack user's notes and recen…
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| 39232 |
mcp
Claim
Generate images with any major model — one API key, one prepaid balance, one MC…
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| 39233 |
sortie-mcp
Claim
Campaign orchestration MCP server for AI agents — dependency DAGs, parallel fan…
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| 39234 |
Apple Notes MCP Server
Claim
Enables Claude to read, write, search, and manage Apple Notes on macOS via Appl…
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| 39235 |
Provides AI-assisted guidance for the Weik.io integration platform, enabling pl…
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| 39236 |
Query PostgreSQL databases in plain English — LLM-generated, safety-validated S…
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| 39237 |
dispatch-mcp
Claim
MCP server for tier-based dispatch delegation via OmniRoute, enabling message d…
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| 39238 |
gdbmcp
Claim
Attaches to a running C++ process and exposes tools to inspect live memory via …
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| 39239 |
AdsTurbo Creative MCP
Claim
Local-only MCP server and CLI for AI video ad briefs, UGC scripts, storyboards,…
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| 39240 |
DRIFT-MCP
Claim
Next.js-based MCP server using mcp-handler for Vercel deployment, supporting SS…
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| 39241 |
cloakbrowser-mcp
Claim
Playwright MCP-compatible browser automation using CloakBrowser Chromium, avail…
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| 39242 |
contextpulse-mcp
Claim
Real-time context budget tracking for AI coding agents with token counting, loo…
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| 39243 |
Enables autonomous agents to segment audiences, manage subscribers, and trigger…
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| 39244 |
test
Claim
This is a testing server up for WriftAI.
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| 39245 |
Chatty MCP
Claim
Provides voice summaries after each AI request in Cursor, Cline, or any MCP-sup…
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| 39246 |
EU AI Act Article 50 watermarking + C2PA 2.1 compliance. NEW: 2 December 2026 d…
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| 39247 |
yokozuna-mcp
Claim
An MCP server that gives coding agents programmatic access to Sumo Logic logs v…
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| 39248 |
mnemex
Claim
Temporal memory for AI with decay and reinforcement. Two-layer storage (JSONL +…
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| 39249 |
Lanalyzer MCP Server
Claim
Enables AI models to perform static taint analysis on Python code, detecting se…
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| 39250 |
DocSmith MCP Server
Claim
MCP server that provides semantic search, graph query, and keyword search tools…
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