MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43101
johnpapa
starwars Claim
Provides access to the SWAPI Star Wars API, enabling users to query characters,…
43102
gnanam1990
kitepass-mcp Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
N/A N/A
43103
priyanshum143
mcp-ffmpeg Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
N/A N/A
43104
emarkou
setlistify Claim
An MCP server that fetches real setlists from setlist.fm and creates Spotify pl…
N/A N/A
43105
jlavoieca
An MCP server protected by Cloudflare Access, validating JWTs to conditionally …
43106
Souvikns
AsyncAPI-MCP Claim
An MCP server that gives AI assistants access to the AsyncAPI specification - s…
43107
wernerpe
MCPacer Claim
An AI-powered running coach that connects Claude to your Strava data, providing…
N/A N/A
43108
malkreide
srgssr-mcp Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
43109
dannymaaz
Memory MCP Claim
Persistent project memory for AI models and coding agents. Memory MCP stores ar…
43110
CSOAI-ORG
health-check-ai-mcp MCP server by MEOK AI Labs
N/A N/A
43111
vaporif
Enables AI assistants to search videos, read channels, browse playlists, fetch …
43112
xyTom
Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabili…
43113
akmalovaa
proxmox-mcp Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
43114
pubspro
pharma-mcp Claim
MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guid…
N/A N/A
43115
ioTus
A production-ready MCP bridge server connecting Claude Chat to any GitHub repos…
43116
evidai
xstocks Claim
Buy tokenized US stocks (xStocks) on Solana via Jupiter DEX in USDC. Daily cap.…
N/A N/A
43117
BasilSkyWalk
parecode Claim
Token-aware ripgrep code search and atomic multi-file edits for coding agents.
N/A N/A
43118
Lord2709
Enables financial calculations such as compound interest, loan EMI, and savings…
N/A N/A
43119
fatihberkanteren
Enables LLMs to autonomously analyze camera images for occupational safety viol…
N/A N/A
43120
matemiro
Provides web search capabilities using the Tavily API, enabling AI models to se…
43121
CSOAI-ORG
sleep-tracker-ai-mcp MCP server by MEOK AI Labs
N/A N/A
43122
softvoyagers
Privacy-first URL shortener with analytics
N/A N/A 95
43123
ko-syun
Cherry blossoms, autumn foliage & festivals — one API for AI agents and develop…
81
43124
MohsenMousaviEyeline
mcp-fal Claim
An MCP server that exposes Fal.ai generative media models as tools for image an…
43125
okx
Enables on-chain operations including token search, market data, wallet managem…
43126
uczesieweba
Enables couples to manage recipes, meal plans, calendar events, and grocery lis…
43127
klamdo
Generate identity-locked 4K images and 5-second vertical videos from a single r…
81
43128
Clarethium
Enables structural framing analysis of documents, identifying perspectives, omi…
N/A N/A
43129
ccollicutt
Exposes Makefile targets as MCP tools, allowing AI agents to execute project au…
N/A N/A
43130
dynamicendpoints
Enable AI-powered process analysis, chart generation, and optimization recommen…
N/A N/A 95
43131
HuLaSpark
HuLa-MCP Claim
为HuLa即时通讯应用提供MCP服务,支持用户、群组和聊天资源的访问以及消息发送等工具操作。
43132 N/A N/A 95
43133
gabrielbardalesrojas
An MCP server for academic management of the EPIIS program, enabling AI-powered…
43134
AION-Analytics
Indian macro-event and sector impact intelligence for MCP workflows.
N/A N/A
43135
wyre-technology
liongard-mcp Claim
An MCP server for the Liongard platform, providing tools to manage inspectors, …
43136
adelaidasofia
Enables Midjourney image generation via PiAPI with daily cost caps, audit logs,…
43137
Pratik-911
Enables interaction with the Rezoomex API for project management and user story…
81
43138
brandonyoungdev
tldx-mcp Claim
An MCP server for tldx that allows AI agents to brainstorm brand names and inst…
N/A N/A
43139
lucianfialho
Enables LLMs to query Brazilian public data such as CEP, CNPJ, DDD, exchange ra…
43140
wyre-technology
action1-mcp Claim
An MCP server for Action1, a cloud-native RMM platform, enabling remote monitor…
43141
Wolfe-Jam
WJTTC Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
N/A N/A 95
43142
cledupe
Enables AI assistants to answer natural language questions about data in CSV fi…
N/A N/A
43143
heltonteixeira
Provides RAG capabilities for semantic document search using Qdrant vector data…
81
43144
wyre-technology
MCP server for Datto RMM, enabling Claude to interact with devices, sites, aler…
43145
gbs-toolkit
MCP server for structured GB Studio 4.x project editing, enabling read/patch sc…
N/A N/A
43146
xianman
Connects Claude Desktop to the Enphase Developer API v4 for read-only access to…
43147
niradler
A comprehensive Model Context Protocol (MCP) server for Arduino CLI interaction…
N/A N/A
43148
CSOAI-ORG
api-tester-ai-mcp MCP server by MEOK AI Labs
N/A N/A
43149
twomasc
TaskPile Claim
Pile in. Sort out. Taskpile is an AI-first productivity task manager that lives…
43150
andraderaul
Provides real-time access to League of Legends esports data including live matc…
Showing 43101–43150 of 45732 servers
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