MCP Server Quality Scores

Independent quality analysis of 43365 public MCP servers

43365
Discovered
29451
Scored
2111
Verified
16952
Complete

Last updated 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43101
NoMiddleInc
AI-powered content marketing MCP server for creating branded video reels, Linke…
N/A N/A
43102
Cangnt5
Enables coding agents like Cursor to access Figma design data, fetch layout and…
N/A N/A
43103
seanshin0214
AI-powered assistant for qualitative research and conceptual paper writing, pro…
N/A N/A 95
43104
Markusbetter
An MCP server for analyzing images using ModelScope's vision models. Supports b…
N/A N/A
43105
AllRates-Today
Provides real-time foreign-exchange rates, historical data, and multi-currency …
43106
Boti-Ormandi
memscope-mcp Claim
Enables AI agents to perform low-level Windows process memory research, includi…
N/A N/A
43107
gaiin-platform
A Fastify plugin that enables multi-tenant MCP servers with isolated tools per …
N/A N/A
43108
celo-org
This MCP server provides access to Composer Kit React component documentation, …
43109
Potarix
Find company websites and verified business emails through the Potarix Enricher…
43110
autolearnai
An MCP server that enables AI agents to dynamically create and reuse executable…
N/A N/A
43111
jpbester
Enables AI agents to generate images and text using Pollinations.ai, with SSE s…
N/A N/A
43112
Veedubin
Local-first semantic memory server with project indexing for AI assistants. It …
N/A N/A
43113
sabler
Enables MCP-capable clients to interact with UniFi Site Manager and UniFi Dream…
N/A N/A
43114
drumnation
Enables AI agents to search, recommend, and deliver professional stock photos f…
43115
tznthou
ccRecall Claim
Enables Claude Code to query and store memories from past conversations using F…
N/A N/A
43116
CSOAI-ORG
Fleet-wide shared rate limiter for A2A + multi-MCP deployments. Most MCP server…
N/A N/A
43117
svn4pro
Model Context Protocol (MCP) server wrapping the Pancake POS REST API, enabling…
43118
RaphaelRegnier
MCP server that exposes web page annotations to AI coding agents, enabling auto…
N/A N/A
43119
mhenry3164
Connects Twenty CRM with AI assistants like Claude, enabling natural language i…
43120
ndungukamami-sketch
A secure MCP server that enables Claude to read, search, send, reply, forward, …
N/A N/A
43121
pbteja1998
Integrate your AI models with SourceSync.ai's knowledge management platform. Se…
N/A N/A 95
43122
susancodes55
A Model Context Protocol server that enables AI assistants to fetch Reddit cont…
N/A N/A 95
43123
raya2912
Generates structured newsletters with 8 sections using AI and provides NLP anal…
N/A N/A
43124
T3CCH
CHARLIE Claim
Unified knowledge management and agent orchestration MCP server for Claude Code…
N/A N/A
43125
GET-Technology-Inc
Provides AI assistants with direct access to Jamf official documentation, enabl…
43126
Luffy610
f1-mcp Claim
An MCP server that provides 118+ Formula 1 analytics tools, enabling race analy…
43127
JosephOIbrahim
Comfy Cozy Claim
A plain-English co-pilot for ComfyUI that lets you describe image generation ch…
N/A N/A
43128
jacob-bd
Enables AI agents and users to query Perplexity AI's premium models (GPT-5.4, C…
N/A N/A
43129
soolaugust
0CompactMem Claim
Zero context compaction for Claude Code & LLM agents. Persistent memory powered…
N/A N/A
43130
h053698
Enables real-time friend presence tracking and seamless game joining in Roblox.
N/A N/A
43131
heliojff
A dynamic server that automatically discovers and executes scripts from a tools…
N/A N/A 95
43132
tonycueva
A Model Context Protocol (MCP) server that enables Claude to create and manipul…
81
43133
NOVA-3951
Supermemory Claim
A recreation of the Supermemory MCP with all features of the Supermemory API
N/A N/A 95
43134
Dream-AI-4444
Hanzo MCP Claim
Enables access to Hanzo APIs and Platform capabilities via MCP, along with deve…
N/A N/A
43135
cucinellclark
MCP server for querying BV-BRC biological data, submitting analysis jobs (assem…
43136
kynosure-ai
Free hosted MCP server for EU compliance, enabling search across 8 frameworks, …
43137
nesirat
A comprehensive system that helps organizations track, manage, and respond to s…
43138
Tampermonkey
MCP server to manage your Tampermonkey scripts
N/A N/A
43139
EverMint-app
evermint-mcp Claim
Mint tamper-evident receipts for AI agent actions. The notary layer for agent-t…
N/A N/A
43140
mercy719
Enables searching and monitoring of Goofish (闲鱼) items via Playwright automatio…
N/A N/A
43141
eliasstepanik
MCP-compatible proxy hub that intelligently filters tool responses to stay with…
43142
krystian-ai
Transforms DALL-E 3, DALL-E 2, and GPT-Image-1 into MCP-compatible tools for ge…
43143
IceWreck
Enables privacy-respecting web, image, video, and news searches through SearxNG…
43144
yakumo123118
mumuai Claim
N/A N/A 95
43145
BillionVerify
Connects AI assistants to BillionVerify email verification via the Model Contex…
43146
tejasayya
SegmentMCP Claim
Transforms natural language queries into SQL for customer segmentation, enablin…
N/A N/A
43147
928871247
一个基于FastMCP协议的文件向量化服务,支持自动目录监控、多格式文件处理和高效向量搜索,帮助构建个人或团队知识库。
43148
kattatzu-resources
MCP Server Claim
A robust server implementing the Model Context Protocol with SSE and STDIO tran…
43149
coinranking
Coinranking Claim
Provide real-time and historical cryptocurrency data, market statistics, and ex…
N/A N/A 95
43150
yevheniikravchuk
Enables git repository operations through REST endpoints, providing access to r…
N/A N/A 95
Showing 43101–43150 of 43365 servers
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