MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
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| ○ Unscored | ||||||||||
| 29701 |
Introducing PQS: The Fastest Way to Get Better Output From Any AI Model. Score …
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| 29702 |
hn-tech-signal-mcp
Claim
Aggregates tech and AI signals from HackerNews, arXiv, Lobste.rs, and GitHub in…
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| 29703 |
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
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| 29704 |
DSers MCP Product
Claim
An MCP server that automates importing products from AliExpress, Alibaba, and A…
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| 29705 |
Memory Vault
Claim
Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hoste…
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| 29706 |
second-brain MCP
Claim
Self-maintaining knowledge vault: figure-level search, auto-wikilinks, and memo…
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| 29707 |
taxformatter
Claim
Parse crypto CSVs and bank PDFs into clean transaction data for Koinly, TurboTa…
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| 29708 |
ADB MCP Server
Claim
A MCP server that enables AI assistants to control Android devices via ADB, sup…
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| 29709 |
Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous …
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| 29710 |
dominion-observatory
Claim
Behavioral trust scoring for MCP servers and AI agents. Live registry tracking …
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| 29711 |
connectwise-manage-mcp
Claim
An MCP server for ConnectWise Manage PSA, enabling management of tickets, proje…
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| 29712 |
Gmail MCP Server
Claim
A Model Context Protocol server for Gmail that lets AI assistants read, send, s…
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| 29713 |
intruder-io
Claim
test
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| 29714 |
pyspark-mcp
Claim
SQL to PySpark conversion, AWS Glue job generation, and Spark code optimization.
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| 29715 |
An MCP server for weather information.
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| 29716 |
tenderapi-mcp
Claim
MCP server for French (BOAMP) + EU (TED) public procurement data via TenderAPI.
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| 29717 |
pronote-mcp
Claim
A local MCP server that exposes Pronote (French school management system) data …
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| 29718 |
log-mcp-server
Claim
A log analysis MCP server that enables tailing, searching, filtering, and summa…
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| 29719 |
marketing-analytics-ai-mcp MCP server by MEOK AI Labs
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| 29720 |
MySQL MCP Server
Claim
Read-only access to MySQL databases with query sanitization, Cloud SQL Proxy su…
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| 29721 |
Flux MCP Server
Claim
Enables AI agents to create, update, list, and delete tasks on a Kanban board v…
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| 29722 |
samsung-health-mcp
Claim
Unofficial local-first MCP server for Samsung Health personal-data CSV/ZIP expo…
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| 29723 |
Enables AI assistants to interact with humans through GUI dialogs for text inpu…
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| 29724 |
Grafana FastMCP Server
Claim
Enables MCP-compatible agents to interact with Grafana instances for searching,…
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| 29725 |
MCP Weather Service
Claim
A weather service built using Model-Context-Protocol (MCP) that provides curren…
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| 29726 |
nima-career-mcp
Claim
Exposes Nima Karami's curated, public-safe career history. Allows AI to select …
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| 29727 |
Novu MCP Server
Claim
Enables AI agents to interact with Novu's notification infrastructure, supporti…
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| 29728 |
Claude MCP Starter
Claim
A production-ready MCP server template with built-in tools for file search, web…
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| 29729 |
oci-mcp-server
Claim
Enables natural-language access to Oracle Cloud Infrastructure resources, allow…
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| 29730 |
fichapao-mcp-server
Claim
MCP server for managing bakery recipe technical sheets with Postgres. Enables A…
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| 29731 |
OpenAI Ads MCP Server
Claim
An MCP server that exposes the ChatGPT Ads API as tools an LLM host can call.
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| 29732 |
WebsiteOps MCP Server
Claim
Bridges AI coding assistants with website codebases, local git repositories, an…
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| 29733 |
mcp-pr-reviewer
Claim
Analyzes GitHub Pull Requests using AI via MCP, providing detailed feedback and…
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| 29734 |
A simple program that helps you connect to many PostgreSQL databases at once, p…
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| 29735 |
mcp-server-demo
Claim
Example MCP server built with FastMCP, demonstrating tools, resources, and prom…
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| 29736 |
Indico MCP Server
Claim
Provides access to CERN Indico public events, enabling search, retrieval of eve…
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| 29737 |
knowledge-to-action-mcp
Claim
Turn Obsidian notes into agent-ready context, preview-only plans, and safe repo…
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| 29738 |
Run Lighthouse audits, check SSL certificates, detect tech stacks, query WHOIS …
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| 29739 |
DrissionPage-MCP-Server
Claim
基于 DrissionPage 的模型上下文协议 (MCP) 服务,为 AI 助手提供强大的浏览器自动化能力。
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| 29740 |
Grants Gov
Claim
Grants.gov MCP — open federal grant opportunities (free, no auth)
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| 29741 |
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
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| 29742 |
Automated MCP server that listens for Hugging Face discussion comments, extract…
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| 29743 |
bluesky-mcp-server
Claim
Search posts, profiles, feeds, threads, and trending topics on Bluesky.
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| 29744 |
LangSearch MCP Server
Claim
Provides access to LangSearch's Web Search and Semantic Rerank APIs for AI assi…
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| 29745 |
ContextualAgentRulesHub
Claim
MCP server for storing and retrieving context-specific agent rules, enabling AI…
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| 29746 |
weather mcp
Claim
A lightweight Model Context Protocol (MCP) server that gives AI assistants the …
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| 29747 |
cascade-cms-mcp-server
Claim
Enables LLMs to interact with Cascade CMS via REST API, supporting asset CRUD, …
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| 29748 |
Kira
Claim
Automatically provides AI agents with proven instructions and past failure warn…
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| 29749 |
server-nothing
Claim
A minimal MCP test server for validating initial client/server setup, offering …
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| 29750 |
Glystn
Claim
Discover content, creators, and trends all from your favorite LLM. Good for exp…
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