MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45251
ArchChuan
yinxiang-mcp Claim
非官方印象笔记MCP服务器,支持笔记本、原生超级笔记、原始ENML和资源附件操作。
N/A N/A
45252
metlem80
eighty Claim
Claude reads and writes a real-life RPG character sheet from the eighty self-im…
45253
betterlytics
Betterlytics Claim
Query your Betterlytics web analytics from AI agents: traffic, funnels, journey…
45254
ramesharavapally
Fusion MCP Claim
A local stdio MCP server providing read-only access to Oracle Fusion/ERP Cloud …
45255
mobil3801
Connect to your Supabase project to explore and query your database. List table…
N/A N/A 95
45256
tanish-kr
Enables searching Japanese addresses by 7-digit zip code using the zipcloud API.
45257 N/A N/A 95
45258
littlez3
Read-only MCP server for connecting to Pluggy Open Finance Brasil, exposing acc…
45259
jamesaoyama
fugu-mcp Claim
An MCP server that exposes Sakana Fugu as on-demand tools inside Claude Code fo…
45260
leemarcum
MCP server that unifies real-time telemetry from industrial systems into a sing…
45261 N/A N/A 95
45262
FreezeVII
MCP server for compressing AI embeddings by 5-7x using TurboQuant (PolarQuant +…
N/A N/A
45263
sandraschi
cursor-mcp Claim
A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agen…
45264
Goldentrii
proxy-veil Claim 1
Residential proxy MCP server for AI agents — geo-targeting, sticky sessions, an…
N/A N/A 83
45265
acampkin95
IT-MCP Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
81
45266
CSOAI-ORG
Webhook Ai tools for AI agents. Capabilities: validate webhook signature, log w…
N/A N/A
45267
metaember
pushover-mcp Claim
A tiny MCP server that sends push notifications through Pushover, supporting me…
45268
dreamiurg
A comprehensive read-only MCP server for Datadog, providing 117 tools to query …
45269
MCP-Mirror
Enables interaction with MinIO object storage through a standardized Model-Cont…
81
45270
junter1989k-ai
Netherlands payments for AI agents — iDEAL via Mollie. Never holds funds.
45271
hostedmcp
Hosted MCP Claim
Provide a hosted environment for Model Context Protocol applications.
N/A N/A 95
45272
democratize-technology
An MCP server that implements iterative refinement of responses through self-cr…
81
45273
archfill
Tsumugi Claim
An MCP-based memory layer for autonomous agents that provides observation, memo…
45274
isaganiesteron
Enables AI agents to access Contractor Scale internal context, including client…
45275
christianheidorn
MCP server for kicktipp.com that enables AI assistants to view match data, lead…
N/A N/A
45276
Neel-XV
A Model Context Protocol (MCP) server built with FastMCP that provides tools fo…
N/A N/A
45277
abhijeet-dhumal
AI-powered interface for Kubeflow Training via MCP, enabling AI assistants to m…
45278
thunderkds
easy-ui-mcp Claim
Enables AI agents to drive Playwright-based browser automation for UI testing, …
N/A N/A
45279
nlapi
Cabrini Claim
Intelligence exchange for AI agents. Contribute reasoning. Earn data. No keys r…
45280
pipeworx-io
Enables searching and retrieving articles, sections, and tags from The Guardian…
45281
279458179
提供热点获取、图片分析和成品文案生成等MCP工具,帮助AI Agent直接生成小红书、抖音等平台的可复制粘贴文案。
N/A N/A
45282
ngsrv
ngsrv-mcp Claim
MCP server for ngsrv tunnels that exposes local HTTP ports on public HTTPS URLs…
45283
cariohca-ux
Real BTC full node: fees, mempool, txs, portfolio, trace, whales, SEC, scraping…
45284
saury1120
pdf-mcp Claim
Enables PDF document processing including text, image, and table extraction, as…
N/A N/A
45285
ozanunsal
Analyzes Testing Farm jobs, checks job status, and investigates failures with d…
N/A N/A 95
45286
mansanitizer
Enables investment in mutual funds through the Fabits MyWealth platform with na…
81
45287
pipeworx-io
Unpaywall Claim
Unpaywall MCP — open-access lookup for scholarly papers (free, no key)
45288
BUZDOLAPCI
dns-intel Claim
Enables domain intelligence lookups including RDAP registration data, DNS recor…
N/A N/A 95
45289
tone-row
MCP server for semantic search over Google Drive documents, enabling AI tools t…
N/A N/A
45290
TheWinci
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
N/A N/A 95
45291
project-nomos
An MCP server that enables AI agents to read and write Slack messages as the us…
N/A N/A
45292
zhitongblog
Unterm Claim
The terminal AI agents can drive: a cross-platform desktop terminal (macOS/Linu…
N/A N/A
45293
giantrksa
Provides Indonesian stock (IDX) analysis tools for Claude Code, enabling real-t…
N/A N/A
45294
microhenrio
Debug microcontrollers directly from Claude. This is an MCP server that drives …
N/A N/A
45295
paonebharti
Enables file system operations (read, write, list, search, watch, batch process…
N/A N/A
45296
fireflyfabs
498 MCP tools across 12 industry verticals. Marketplace, escrow, DeFi, legal, h…
81
45297
matlock08
Enables AI assistants to interact with Watson Discovery, listing projects and c…
45298
VeyronSakai
UniCortex Claim
An MCP server that enables AI agents to control the Unity Editor externally, pr…
N/A N/A
45299
FernandoDaSilva-T
Enables AI-assisted MIDI music generation and composition through natural langu…
N/A N/A
45300
junter1989k-ai
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
Showing 45251–45300 of 66518 servers
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