MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17501
Zetrix-Chain
Zetrix MCP Server ⚡ Claim
Enables comprehensive interaction with the Zetrix blockchain including account …
C 56 5⁄5 ◎ ⏳ 92 48 0 56 76 —
17502
raffelprama
MCP cldkctl Server ⚡ Claim 1
A Model Context Protocol server that provides access to Cloudeka's cldkctl CLI …
C 56 5⁄3 ◎ ⏳ 69 66 0 41 95 —
17503
yaniv-golan
xaffinity MCP ⚡ Claim 1
MCP server for Affinity CRM - entity search, relationship intelligence, and wor…
C 56 5⁄3 ◎ ⏳ 69 43 0 93 83 —
17504
pipeworx-io
Gong ⚡ Claim
Gong MCP — wraps the Gong API v2 (OAuth)
C 56 4⁄4 ◎ ⏳ 86 0 — 47 81 —
17505
proofoftrust21
Lightning trust + audit oracle. Score, pay, and audit L402 endpoints with Ed255…
C 56 4⁄4 ◎ ⏳ 60 0 N/A 89 81 —
17506
jawdat6
fixgraph-mcp ⚡ Claim 1
Search and contribute to a community-verified knowledge base of 25,000+ enginee…
C 56 4⁄4 ◎ ⏳ 78 0 — 63 81 —
17507
jddunn
tenets ⚡ Claim
Provides intelligent code context aggregation using NLP-based ranking (BM25, TF…
C 56 5⁄5 ◎ ⏳ 90 30 0 76 82 —
17508
laulauland
A simple MCP server that can enable MCP clients to query Bluesky instances.
C 56 5⁄3 ◎ ⏳ 72 61 0 42 95 —
17509
AIGC-Hackers
A1D MCP Server ⚡ Claim
A universal AI server that provides image and video processing tools (backgroun…
C 56 5⁄5 ◎ ⏳ 78 71 0 41 81 —
17510
pipeworx-io
Tides ⚡ Claim
Tides MCP — NOAA Tides and Currents data
C 56 4⁄4 ◎ ⏳ 86 0 — 47 81 —
17511
wplaunchify
AI-powered management of FluentCommunity WordPress plugin content. Enables crea…
C 56 5⁄5 ◎ ⏳ 96 61 0 24 81 —
17512
pipeworx-io
Google_drive ⚡ Claim
Google Drive MCP Pack
C 56 4⁄4 ◎ ⏳ 86 0 — 47 81 —
17513
pipeworx-io
Fred ⚡ Claim
FRED MCP — Federal Reserve Economic Data (St. Louis Fed)
C 56 4⁄4 ◎ ⏳ 86 0 — 47 81 —
17514
grovs-io
mcp Claim
Deep linking, attribution, analytics, and campaign management for mobile apps w…
C 56 4⁄4 ◎ ⏳ 72 10 — 60 81 —
17515
hithereiamaliff
Enables interaction with GitHub repositories, issues, pull requests, and code s…
C 56 5⁄5 ◎ ⏳ 72 71 0 50 81 —
17516
pipeworx-io
Giphy ⚡ Claim
Giphy MCP — wraps Giphy API (public beta key, free)
C 56 4⁄4 ◎ ⏳ 86 0 — 47 81 —
17517
PrMaat
@prmaat/mcp ⚡ Claim
Enables Claude and other MCP clients to interact with PrMaat identities, rooms,…
C 55 4⁄4 ◎ ⏳ 84 0 N/A 48 81 —
17518
controlplaneio-fluxcd
GitOps on Autopilot Mode
C 55 5⁄3 ◎ ⏳ 56 47 0 84 95 —
17519
45black-Limited
Cloudflare Worker implementing MCP protocol for cross-device memory/knowledge g…
C 55 4⁄4 ◎ ⏳ 94 0 N/A 30 81 —
17520
gstdcoin
Enables AI agents to participate in a decentralized network, earn GSTD tokens b…
C 55 4⁄4 ◎ ⏳ 78 0 — 57 81 —
17521
fusedio
fused-mcp ⚡ Claim
Fused MCP Agents: Setting up MCP Servers for Data Scientists
C 55 5⁄3 ◎ ⏳ 84 40 0 45 95 — JU
17522
huimeicloud
hm_editor Claim
一款轻量级、可扩展的、跨平台的、专为医疗信息化设计的电子病历编辑器内核,为EMR(电子病历系统)提供专业的结构化病历编辑与AI接入解决方案。
C 55 4⁄4 ◎ ⏳ 54 12 N/A 76 82 — HT
17523
cristianpalomino
Solvent MCP Server ⚡ Claim
Enables Claude to interact with Solvent Personal Finance Manager through natura…
C 55 5⁄5 ◎ ⏳ 84 68 0 30 81 —
17524
gcoombe
Strava MCP Server ⚡ Claim
Enables interaction with Strava's API to access and manage activities, athlete …
C 55 5⁄5 ◎ ⏳ 78 75 0 29 81 —
17525
umedpaliwal
windai-mcp ⚡ Claim
WindAI MCP Server — AI-powered wind resource assessment for any location on Ear…
C 55 4⁄4 ◎ ⏳ 90 0 — 35 81 —
17526
aoutpost2-rgb
Provides real-time Indian options market data and volatility analytics from Get…
C 55 5⁄5 ◎ ⏳ 94 41 0 48 81 —
17527
mickael-kerjean
filestash Claim
Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azur…
C 55 4⁄4 ◎ ⏳ 58 17 — 63 82 —
17528
0nork
Universal AI API Orchestrator — 1,554 tools, 96 services. One install.
C 55 5⁄5 ◎ ⏳ 67 66 0 58 81 —
17529
temporal-cortex
mcp ⚡ Claim 2
AI-native calendar middleware for scheduling, availability, and conflict-free b…
C 55 4⁄4 ◎ ⏳ 54 35 — 85 52 —
17530
zihin-ai
Zihin ⚡ Claim
Chat with your Zihin.ai agents, list them and load platform skills from any MCP…
C 55 5⁄5 ◎ ⏳ 60 71 0 64 82 —
17531
54yyyu
Kaggle-MCP ⚡ Claim
Connects Claude AI to the Kaggle API through the Model Context Protocol, enabli…
C 55 4⁄4 ◎ ⏳ 58 38 — 41 80 —
17532
lakevision-project
lakevision Claim
Lakevision is a tool which provides insights into your Apache Iceberg based Dat…
C 55 5⁄3 ◎ ⏳ 54 63 0 66 95 —
17533
data-mindset
Generate realistic fake data across 23 categories, from people and finance to i…
C 55 5⁄3 ◎ ⏳ 86 50 0 31 95 —
17534
Toolbase-AI
toolbase Claim 1
A desktop application that adds powerful tools to Claude and AI platforms
C 55 4⁄4 ◎ ⏳ 60 27 N/A 58 76 —
17535
lightconetech
mcp-gateway ⚡ Claim 2
A gateway demo for MCP SSE Server
C 55 4⁄4 ◎ ⏳ 56 36 N/A 42 81 —
17536
nexusforge-tools
mcp-eu-finance ⚡ Claim
European financial data for AI agents — ECB rates, Eurostat inflation, GDP and …
C 55 4⁄4 ◎ ⏳ 72 0 — 67 81 —
17537
sealmetrics
Connects AI assistants like Claude to Sealmetrics analytics data, enabling natu…
C 55 5⁄5 ◎ ⏳ 100 38 0 42 81 —
17538
automation-ai-labs
mcp-link Claim
Seamlessly Integrate Any API with AI Agents (with OpenAPI Schema)
C 55 4⁄4 ◎ ⏳ 56 31 N/A 52 80 —
17539
azeemkafridi
bulkpublish ⚡ Claim
Publish, schedule, and manage social media across 11 platforms via MCP.
C 55 4⁄4 ◎ ⏳ 90 0 N/A 50 69 —
17540
gilbitron
An MCP server providing full integration with the Lunch Money API to manage fin…
C 55 5⁄5 ◎ ⏳ 71 75 0 42 81 —
17541
Shy2593666979
AgentChat Claim
AgentChat 是一个基于 LLM 的智能体交流平台,内置默认 Agent 并支持用户自定义 Agent。通过多轮对话和任务协作,Agent 可以理解并协…
C 55 5⁄3 ◎ ⏳ 58 67 0 53 95 —
17542
apilocker
API Locker Claim
Encrypted credential vault: LLM, service & OAuth keys. 21-tool MCP server for y…
C 55 4⁄4 ◎ ⏳ 84 0 N/A 44 81 —
17543
cuthongthai-vn
vimo-mcp-server ⚡ Claim
Vietnam stock market intelligence — 35 tools: real-time SSI quotes, technical a…
C 55 4⁄4 ◎ ⏳ 86 0 — 60 69 —
17544
vitas
Evidra Claim 1
Evidra — Flight recorder for AI infrastructure agents
C 55 5⁄3 ◎ ⏳ 60 41 0 86 95 —
17545
balldontlie-api
mcp Claim
Provides access to live sports data and analytics from BALLDONTLIE: The Sports …
C 55 5⁄5 ◎ ⏳ 80 55 0 49 81 —
17546
kuberstar
qartez-mcp Claim
Semantic code intelligence MCP server for Claude Code - project maps, symbol se…
D 54 4⁄4 ◎ ⏳ 64 0 N/A 71 81 —
17547
MCPAmpel
Scan installed MCP servers for security vulnerabilities with 16 detection engin…
D 54 4⁄4 ◎ ⏳ 90 0 N/A 48 69 —
17548
agentc22
50+ pay-per-call APIs for AI agents — images, LLM, code, crypto, travel & more …
D 54 5⁄5 ◎ ⏳ 72 72 0 37 78 —
17549
KAIpany
Enables AI assistants to interact with Feishu/Lark platform through comprehensi…
D 54 5⁄5 ◎ ⏳ 66 67 0 54 78 —
17550
shunshi-ai
bazi-reader-mcp ⚡ Claim
Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…
D 54 4⁄4 ◎ ⏳ 72 0 N/A 62 81 —
Showing 17501–17550 of 69182 servers
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