MCP Server Quality Scores
Independent quality analysis of 33449 public MCP servers
Last updated 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 31951 |
Agent
Claim
Any AI, replaces Claude Code, Cursor, Open Claw. 17+ LLM providers (Claude, Ope…
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| 31952 |
mapwise-mcp
Claim
Send friendly, personalized greetings on demand. Generate quick salutations wit…
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| 31953 |
Enables Claude Code CLI or Desktop to interact with Spotify for playlist curati…
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| 31954 |
hevymcp
Claim
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| 31955 |
DimeVision MCP Server
Claim
Enables AI assistants to analyze weld photos for quality scoring and identify c…
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| 31956 |
MCP SBOM Server
Claim
Performs vulnerability scans using Trivy to generate Software Bill of Materials…
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| 31957 |
RapidStart CRM
Claim
MCP server for RapidStart Apps
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| 31958 |
Vextra MCP Server
Claim
A server based on Model Context Protocol that processes and parses design files…
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| 31959 |
mcpsmith2
Claim
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| 31960 |
Provides AI agents with real-time web capabilities including live search result…
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| 31961 |
Typefully MCP Server
Claim
Typefully MCP Server
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| 31962 |
MCP Testing Assistant
Claim
Enables automated testing and coverage reporting for MCP services with test exe…
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| 31963 |
nordic-financial-mcp
Claim
Semantic search across 375,000+ Nordic financial documents for AI agents. Cover…
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| 31964 |
WaveGuard
Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
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| 31965 |
mcp-hermes
Claim
Website screenshots and chats/graphs
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| 31966 |
comfyui-mcp-server
Claim
MCP Server that transforms ComfyUI workflows into AI-callable tools for MCP Host
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| 31967 |
A Model Context Protocol server that provides tools for interacting with databa…
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| 31968 |
lims-s
Claim
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| 31969 |
Gearcoleco MCP Server
Claim
MCP server for Gearcoleco ColecoVision emulator
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| 31970 |
dot
Claim
DOT/FMCSA Compliance MCP Server. An MCP server that makes DOT/FMCSA trucking re…
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| 31971 |
test
Claim
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| 31972 |
lithtrix
Claim
Search, Browse (server-side public web), memory, and blob storage for AI agents…
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| 31973 |
Specif-ai MCP Server
Claim
A CLI tool that runs an MCP server over stdio for Specif-ai, enabling interacti…
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| 31974 |
mcp-gera-persona
Claim
GeraPersona MCP — voice/personality skin marketplace for robots and AI agents (…
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| 31975 |
SAP Commerce MCP Server
Claim
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
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| 31976 |
jtrholidays
Claim
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| 31977 |
Contexta
Claim
Contexta gives AI assistants a persistent, typed memory layer backed by a knowl…
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| 31978 |
Dokmatiq DocGen
Claim
PDF/DOCX/Excel generation with stationery overlay, ZUGFeRD/XRechnung, signing, …
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| 31979 |
raspi-bash-mcp
Claim
Exposes a single tool run_bash for executing arbitrary shell commands on a Rasp…
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| 31980 |
An MCP server that provides [describe what your server does]
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| 31981 |
FreightUtils MCP Server
Claim
18 freight tools for AI agents: ADR 2025 + LQ/EQ, HS, airlines, UN/LOCODE, ULDs…
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| 31982 |
multi-gmail-mcp
Claim
Manage multiple Gmail accounts in Claude Desktop — search, send, reply, draft, …
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| 31983 |
Frappe MCP
Claim
Read-only MCP server for TourScale ERPNext, enabling agents to query franchisee…
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| 31984 |
backlog
Claim
Persistent, cross-session task management for Claude Code. 24 MCP tools, 7 skil…
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| 31985 |
sint-protocol
Claim
Security-first MCP governance proxy (`sint-mcp`) with capability tokens, T0-T3 …
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| 31986 |
HumanizerMCP
Claim
Detects and removes 24 types of AI writing patterns, offering dual-mode humaniz…
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| 31987 |
Purple Flea Casino
Claim
Provably fair crypto casino API for AI agents. Place bets on 8 games (coin flip…
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| 31988 |
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
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| 31989 |
unbrowse-index
Claim
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| 31990 |
lookup-domain
Claim
Retrieve comprehensive registration details for any domain. View nameservers, c…
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| 31991 |
widemem-ai
Claim
Open-source AI memory layer for LLM agents. Importance scoring, temporal decay,…
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| 31992 |
The most complete financial compliance agent in the x402 ecosystem. Combines ve…
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| 31993 |
MOVA MCP Connector
Claim
Thin MOVA MCP proxy for bindings, transport resolution, and upstream tools/call…
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| 31994 |
CSV Analytics MCP Server
Claim
A spreadsheet and CSV analysis toolkit for AI agents that enables loading CSV f…
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| 31995 |
testp
Claim
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| 31996 |
allure-testops-mcp
Claim
Allure TestOps MCP — projects, launches, test cases, test results via REST API.
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| 31997 |
plantops-mcp-2
Claim
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| 31998 |
Activepieces MCP
Claim
An open source toolkit that converts 280+ integrations into MCP servers for use…
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| 31999 |
codeweave
Claim
Save tokens — your AI agent gets precise code context, not file dumps.
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| 32000 |
sbwsz
Claim
搜索并筛选万智牌卡牌,优先查看中文卡面,按颜色、类别、费用等条件快速定位目标。浏览系列信息与全套清单,轻松追踪新系列并回顾历史扩展。创作由卡图拼字组成的趣味图…
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