MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29919
Scored
2112
Verified
16953
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
901
louis030195
toggl-mcp Claim 1
Time tracking integration with Toggl Track. Start/stop timers, manage time entr…
B 81 55 96 75 44 80 98
902
czottmann
kagi-ken-mcp Claim 1
Work with Kagi *without* API access (you'll need to be a customer, tho). Search…
B 81 55 82 73 74 83 94
903
MatsushitaTokitsugu
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wall…
B 81 66 78 79 100 41 81 94
904
1999AZZAR
chaining-mcp-server Claim 1
A unified MCP server for enterprise tool chaining, route optimization, sequenti…
B 81 54 100 58 N/A 50 95 90
905
vini-cius
A secure Model Context Protocol service that enables executing SQL Server queri…
B 81 55 94 72 59 81 94
906
qq418716640
botbell-mcp Claim
Send push notifications to iPhone, iPad, and Mac from AI assistants. Two-way me…
B 81 55 86 75 61 82 99
907
LingTravel
atlas-browser-mcp Claim 2
Enables AI agents to navigate the web visually using screenshot-based interacti…
B 81 55 90 91 N/A 42 90 78
908
dmilad
Enables AI assistants to capture screenshots from the OCP CAD Viewer, allowing …
B 81 54 90 58 N/A 65 95 94
909
kevinwatt
ffmpeg-mcp-lite Claim
MCP server for video/audio processing via FFmpeg - convert, compress, trim, ext…
B 81 55 66 82 N/A 61 95 98
910
zoomeye-ai
mcp_zoomeye Claim 1
Querying network asset information by ZoomEye MCP Server
B 81 55 100 71 55 80 91
911
oksure
Enables access to Korean Bible translations from bskorea.or.kr, allowing users …
B 81 55 90 61 70 81 100
912
nesquikm
mcp-rubber-duck Claim 1
An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber …
B 81 54 100 57 90 68 92
913
AbdelStark
nostr-mcp Claim 2
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, …
B 81 55 96 73 44 80 100
914
yuniko-software
A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecr…
B 81 54 72 62 N/A 87 92 97
915
wangkanai
DevOps Enhanced MCP Claim 1
A dynamic Azure DevOps MCP server that automatically switches authentication co…
B 81 55 96 100 N/A 57 95 44
916
k4cper-g
fumadocs-mcp Claim 1
An MCP (Model Context Protocol) server that provides AI tools with access to Fu…
B 81 55 74 100 47 84 89
917
banjtheman
VibeTide MCP Server Claim 1
Enables AI-assisted creation, editing, and visualization of VibeTide 2D platfor…
B 81 55 92 82 48 81 94
918
nikicat
mcp-wallet-signer Claim
Non-custodial EVM wallet MCP — routes transactions to browser wallets (MetaMask…
B 81 54 90 60 N/A 62 95 91
919
mslangford
Enables management and invocation of AWS Bedrock managed prompts with support f…
B 81 55 90 91 43 81 90
920
houtini-ai
seo-crawler-mcp Claim 1
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage
B 81 55 96 100 N/A 64 92 40
921
Ansvar-Systems
moroccan-law-mcp Claim 1
Moroccan legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 44 95 93
922
base76-research-lab
token-compressor Claim
Compress prompts 40-60% using local LLM + embedding validation. Preserves all c…
B 81 55 78 91 N/A 51 95 80
923
punkpeye
FastMCP Claim 1
A high-level framework for building MCP servers in TypeScript
B 81 54 92 62 N/A 84 92 77
924
cagataycali
Strands MCP Server Claim 2
Bidirectional MCP integration that allows Strands agents to both expose themsel…
B 81 55 96 91 47 81 74
925
stefanoamorelli
storybook-mcp-server Claim 1
An MCP server that enables AI assistants to browse Storybook components, manage…
B 81 54 85 56 67 95 99
926
velarynai
Ragora Claim
Search your knowledge bases from any AI assistant using hybrid RAG.
B 81 66 84 80 90 39 81 99
927
JohanCodinha
nREPL MCP Server Claim
Enables interaction with a running Clojure nREPL instance for evaluating Clojur…
B 81 55 96 100 26 81 84
928
huangxinping
A MCP (Model Context Protocol) server for fetching HuggingFace daily papers.
B 81 55 94 91 45 81 82
929
sandst1
remind Claim
A memory layer for AI Agents
B 81 44 68 N/A N/A 66 95 96
930
manooll
WebFetch.MCP Claim
Enables local LLMs to search the web and fetch clean content from URLs without …
B 81 54 94 65 N/A 55 92 92
931
jcr82
Bruno MCP Server Claim 1
Integrates Bruno CLI for API testing, enabling users to run API requests and co…
B 81 55 84 100 N/A 72 95 48
932
cryppadotta
Scryfall MCP Server Claim 1
Enables interaction with the Scryfall API, allowing users to search for Magic: …
B 81 55 90 100 22 82 92
933
khuynh22
mcp-wireshark Claim 2
Enables AI assistants to analyze, filter, and capture network traffic using Wir…
B 81 55 75 91 N/A 86 95 59
934
paulp-o
Better 'AskUserQuestion' - A lightweight MCP server/OpenCode plugin/Agent Skill…
B 81 54 84 62 N/A 73 95 93
935
anthonybir
Enables secure local filesystem operations and interactive terminal sessions fo…
B 81 54 90 67 N/A 50 95 93
936
edwarddjss
ExpoSnap Claim
Enables AI assistants to view and analyze screenshots from React Native/Expo ap…
B 81 54 88 66 N/A 56 90 100
937
TheRealAshik
Jules MCP Server Claim 1
Enables orchestration of multiple Jules AI workers for tasks like code generati…
B 81 55 88 70 72 76 96
938
OffleashXYZ
Enables AI assistants to access and search Google Contacts through per-user OAu…
B 81 55 100 72 42 81 96
939
bvisible
mcp-ssh-manager Claim
Manage multiple SSH servers from one MCP: command execution, file transfer/rsyn…
B 81 55 88 61 N/A 84 81 92
940
VeriTeknik
Teaching LLMs that Math.random() is so last century
B 81 55 92 72 50 82 100
941
avisangle
method-crm-mcp Claim
Production-ready MCP server for Method CRM API integration with 20 comprehensiv…
B 81 55 90 75 56 83 93
942
eric-tramel
zoty Claim
A lightweight MCP server that connects AI agents to a local Zotero library for …
B 81 55 68 82 N/A 65 95 95
943
abhishekgahlot2
Bidirectional bridge between Claude Code and OpenAI Codex CLI. Built on Claude …
B 81 44 90 N/A N/A 28 95 95
944
russellbrenner
AusLaw MCP Claim 1
Enables users to search and retrieve Australian legislation and case law with f…
B 81 55 82 82 N/A 66 95 74
945
zivhdinfo
A Node.js MCP server that enables human-in-the-loop workflow for AI development…
B 81 54 90 70 N/A 46 95 93
946
giantswarm
mcp-debug Claim
Command-line tool for debugging MCP servers
B 81 54 72 66 N/A 84 90 100
947
tomnagengast
Provides integration with Apache Airflow's REST API, allowing AI assistants to …
B 81 55 100 70 42 81 99
948
moltllama
MoltLlama Claim
Real-time DeFi data for AI agents. Provides yields, TVL, prices, DEX volumes, f…
B 81 66 84 80 96 36 84 91
949
lishenxydlgzs
A very simple vector store that provides capability to watch a list of director…
B 81 54 90 68 N/A 52 92 93
950
perfecxion-ai
Secure MCP Server Claim 1
Provides an enterprise-grade Model Context Protocol implementation with advance…
B 81 55 96 75 57 80 90
Showing 901–950 of 59993 servers
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