MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 40 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 66651 |
mcp-rag-server
Claim
A Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG)…
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| 66652 |
onpe-mcp
Claim
MCP server for querying Peruvian electoral data (ONPE) including mesa results, …
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| 66653 |
Robonine MCP Server
Claim
A local MCP server that connects Claude Code or any MCP-compatible AI assistant…
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| 66654 |
Modular RAG MCP Server
Claim
Converts unstructured documents into a searchable knowledge base and exposes re…
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| 66655 |
officeagent-net
Claim
MCP server that lets agents edit real Microsoft Word (.docx) documents - tracke…
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| 66656 |
Your Echo Agent
Claim
Hire autonomous PR outreach agents from any MCP-compatible LLM. All-in-one AI o…
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| 66657 |
Document Buddy
Claim
A no-server MCP toolkit that organizes project wikis from Feishu documents, mes…
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| 66658 |
mechanical-turk
Claim
An MCP server that inverts AI-human interaction: AI agents can ask humans quest…
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| 66659 |
USDD Analytics MCP
Claim
Provides 14 read-only tools to query USDD stablecoin protocol data across TRON,…
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| 66660 |
dbmcp
Claim
Enables querying PostgreSQL databases via MCP, with multi-database routing, cre…
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| 66661 |
SearchAPI MCP Server
Claim
MCP server that provides standardized access to Google Maps, Flights, Hotels, a…
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| 66662 |
notifly-mcp-server
Claim
Enables AI agents to search Notifly documentation and SDK code examples for sea…
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| 66663 |
Enables large language models to directly access Tencent Cloud Log Service for …
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| 66664 |
Query Swedish financial regulation data — regulations, decisions, and requireme…
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| 66665 |
pyRevit Foundry MCP
Claim
MCP server for developing and maintaining pyRevit extensions with static analys…
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| 66666 |
flstudio-mcp
Claim
Control FL Studio with AI: in-DAW mixing (Mix Doctor, gain staging, EQ/comp/rev…
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| 66667 |
Ratary Memory
Claim
Ratary is an AI Brain Platform — infrastructure that gives AI:
Persistent memo…
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| 66668 |
mcp-oss-onramp
Claim
An MCP server that scouts truly beginner-friendly open-source issues from GitHu…
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| 66669 |
DICOMweb MCP Server
Claim
MCP server exposing a DICOMweb DICOM archive to AI assistants via QIDO-RS and W…
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| 66670 |
Playwright MCP
Claim
Enables browser automation through Playwright using accessibility tree snapshot…
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| 66671 |
arxiv-personalized
Claim
Transforms Chinese queries into ranked arXiv paper recommendations, with transl…
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| 66672 |
mcp-iso
Claim
Enables looking up ISO standards (e.g., 27001, 9001) with live status, pricing,…
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| 66673 |
mcp-geralearn
Claim
Browse courses, enroll, track progress, find tutors. Education platform. 50+ co…
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| 66674 |
Search French companies, directors and associations (INPI, INSEE, RNA).
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| 66675 |
Azure FinOps MCP Server
Claim
Analyzes Azure cloud costs, audits for waste, and provides budget insights via …
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| 66676 |
RxNav MCP Server
Claim
Enables drug terminology standardization and name normalization via RxNav API, …
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| 66677 |
vips
Claim
Creator economy platform for agents: posts, paid content, subscriptions, stream…
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| 66678 |
RiskModels
Claim
Dividend-adjusted US equity total returns, risk decomposition, attribution & ET…
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| 66679 |
mcp-currents
Claim
Wraps the Currents API to provide access to news articles and headlines through…
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| 66680 |
mcp-data-la
Claim
Enables querying Los Angeles open data from data.lacity.org via the Socrata SOD…
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| 66681 |
remindb
Claim
An agentic memory database that cuts session tokens by 82–99%. One portable SQL…
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| 66682 |
Thailand payments for AI agents — PromptPay QR, cards, TrueMoney via Opn (Omise…
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| 66683 |
kuik-fileshare-mcp
Claim
Enables KUIK Agent to access on-premise SMB/CIFS shares on a Windows Server usi…
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| 66684 |
命盘 Mingpan
Claim
Provides traditional Chinese astrology (Bazi, Ziwei) and divination (Liuyao, Me…
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| 66685 |
mcp-server-usdd
Claim
Enables management of USDD protocol vaults, PSM swaps, savings, and token trans…
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| 66686 |
gemini-nano-banana-mcp
Claim
MCP server that enables Claude Code to generate images using Google's Gemini im…
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| 66687 |
Monad MCP Server
Claim
Listens to Monad testnet for new blocks and provides a REST API to query the la…
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| 66688 |
higgsMCP
Claim
Enables automating AI beauty influencer workflows—character creation, ad produc…
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| 66689 |
sift-mcp
Claim
Read-only MCP server that exposes deterministic NTFS timestomp detection tools …
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| 66690 |
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
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| 66691 |
Keenable MCP Server
Claim
An MCP server that enables web search and page content retrieval via the Keenab…
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| 66692 |
plane-mcp-server
Claim
MCP server for Plane integration, enabling AI agents to interact with Plane API…
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| 66693 |
Provides 12 medical tools for symptom checking, lab report explanation, emergen…
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| 66694 |
Burp Suite MCP Server
Claim
Enables LLMs to query and retrieve data from Burp Suite proxy history using SQL…
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| 66695 |
OKE MCP Server
Claim
MCP server for Oracle Container Engine for Kubernetes (OKE) that enables inspec…
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| 66696 |
GetMyCert
Claim
13,000+ IT certification practice questions for AI agents (AWS, Azure, GCP, Com…
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| 66697 |
Kawa Code MCP
Claim
Team-aware memory for AI coding assistants that tracks intent, records decision…
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| 66698 |
cloud-audit-mcp
Claim
Cloud security audit tools for AI agents that provide direct access to cloud AP…
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| 66699 |
mcp-gera-witness
Claim
GeraWitness MCP (placeholder) — human-in-the-loop safety layer for AI agents. L…
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| 66700 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
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