MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 3 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64601 |
alpha-forge-mcp
Claim
AlphaForge quant CLI as an MCP server — backtest, optimize (Optuna TPE), and wa…
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| 64602 |
mcp-qr
Claim
Generates QR code PNG images from text or URLs with customizable options like s…
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| 64603 |
A Model Context Protocol server that enables AI assistants to fetch Reddit cont…
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| 64604 |
modelforge
Claim
Bulge-tier financial model factory — live formulas, source-traced cells, 14 tem…
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| 64605 |
Apaleo
Claim
Manage hotels via the apaleo PMS API: reservations, folios, invoices, rates and…
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| 64606 |
cloud-alm-itsm-mcp
Claim
MCP server for querying SAP Cloud ALM ITSM installations. Enables retrieval, fi…
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| 64607 |
Magnificent Jobs
Claim
Semantic search over 3.5M+ live US job postings pulled straight from company AT…
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| 64608 |
bible-translation-mcp
Claim
Enables AI to access Bible translations in hundreds of languages, original Gree…
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| 64609 |
Alpha MCP
Claim
Provides a comprehensive set of tools for Polymarket prediction market trading,…
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| 64610 |
Aframe MCP Connector
Claim
Enables Claude to create and manage transactions in Aframe via the Aframe Open …
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| 64611 |
mcp-ical-swift
Claim
MCP server for Apple Calendar using compiled Swift to bypass macOS Sequoia TCC …
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| 64612 |
Affinity MCP Server
Claim
Enables LLMs to read and manage Affinity CRM data including companies, persons,…
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| 64613 |
Composio MCP Bridge
Claim
A remote MCP server that proxies tool calls to the caller's own Composio accoun…
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| 64614 |
Toolcall
Claim
30 pay-per-call APIs for AI agents: compliance, trade, safety, web, data. USDC …
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| 64615 |
philosophy-mcp
Claim
MCP server for querying a multilingual philosophy corpus including glossary, th…
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| 64616 |
salban-mcp-server
Claim
Enables AI agents to program sequences, tweak synthesizer parameters, load audi…
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| 64617 |
codeembed
Claim
Embeds your codebase into a local vector and graph database and exposes it as a…
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| 64618 |
mcp-discord-forum
Claim
Enables posting and managing topics in Discord forum channels, including creati…
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| 64619 |
RedTrack MCP Server
Claim
A stateless MCP server that exposes RedTrack attribution data via two endpoints…
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| 64620 |
NovaCortex MCP Server
Claim
Enables AI agents to store, search, and relate typed memories with a graph-nati…
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| 64621 |
MCP Weather Server
Claim
Provides weather forecasts, alerts, and current conditions via the Model Contex…
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| 64622 |
terse
Claim
Transparent proxy that sits in front of any other MCP server and shrinks its to…
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| 64623 |
utilsforagents-mcp
Claim
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
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| 64624 |
Curated Korean AEC expertise for AI agents: KDS·KCS·KS, building law, practice,…
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| 64625 |
cardossier-market-api
Claim
Polish used car market API: valuations, price history, liquidity & regional dat…
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| 64626 |
Shodan MCP Server
Claim
Enables to search and analyze internet-connected devices using the Shodan API, …
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| 64627 |
BioMCP
Claim
Read-only biomedical MCP server connecting PubMed, ClinicalTrials.gov, ClinVar,…
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| 64628 |
xhs-mcp
Claim
A MCP server for Xiaohongshu that enables account login, copywriting generation…
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| 64629 |
나라장터 공고 검색
Claim
우리 팀에 상황에 맞는 사업 입찰 공고를 나라장터에서 찾아주고 추천해주는 MCP입니다.
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| 64630 |
jira-mcp-server
Claim
Enables AI agents to manage Jira projects and issues using natural language, in…
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| 64631 |
Zentao Bug MCP
Claim
MCP server for Zentao that reads bugs, extracts reproduction steps, and allows …
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| 64632 |
jenkins-mcp
Claim
Enables interaction with multiple Jenkins instances from a single MCP server, u…
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| 64633 |
mcp-server-251215
Claim
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| 64634 |
jr360-clinicas-mcp
Claim
MCP server for demonstrating and selling clinic operational management systems …
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| 64635 |
Engwe N1 Air MCP Server
Claim
Enables Claude AI to control an Engwe N1 Air e-bike via Bluetooth and IoT API, …
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| 64636 |
Academic paper search, scientific literature, citation analysis, arXiv & semant…
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| 64637 |
Self-improving AI workflows with backtesting, prompt optimization, and scheduli…
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| 64638 |
FileMCP
Claim
Minimal MCP file server for safe file operations under a local AgentFiles direc…
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| 64639 |
ci-sentinel
Claim
Multi-CI security scanner with a live threat-intel feed of compromised CI compo…
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| 64640 |
Visionaire Engine
Claim
Eyes for AI coding agents: deterministic MCP server that tells the LLM which CS…
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| 64641 |
DataFlow MCP Server
Claim
A production-grade MCP server for secure MongoDB CRUD operations with filtering…
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| 64642 |
soapstone
Claim
Context-anchored gotcha notes for LLM agents that surface warnings at the point…
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| 64643 |
Stock-MCP
Claim
Provides access to Massive (Polygon) market data including stock and options OH…
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| 64644 |
Roblox Studio MCP Server
Claim
Bridges AI assistants to Roblox Studio with 51 tools for exploring, editing, an…
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| 64645 |
Expert Among Us
Claim
Indexes commit history to create a queryable expert, providing insights into co…
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| 64646 |
MCP server for controlling and monitoring Digital Loggers Power Switch Pro devi…
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| 64647 |
Automatically enforces team coding standards in AI-assisted development by prov…
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| 64648 |
DealMachine
Claim
Search and enrich US property, owner, people, and company data for sales and le…
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| 64649 |
TTS MCP Server
Claim
Provides Text-to-Speech (TTS) functionality using Google TTS API, enabling audi…
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| 64650 |
TTS MCP Server
Claim
Text-to-speech MCP server using Microsoft Edge TTS, supporting multiple voices …
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