MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
851
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
852
IBM
chuk-mcp-geocoder Claim 2
An MCP server providing geocoding and place discovery services via Nominatim an…
B 81 66 69 79 92 73 82 91
853
dhanababum
supermcp Claim
🚀 SuperMCP - Create multiple isolated MCP servers using a single connector. Bui…
B 81 54 100 60 N/A 46 90 99
854
ianen
Enables AI agents to read, browse, and create DingTalk Wiki content, including …
B 81 55 90 68 72 81 90
855
g0t4
Run any command with `run_command` and `run_script` tools.
B 81 54 90 57 N/A 85 84 91
856
OneNicolas
French public services: tax, property, admin, education, healthcare, security, …
B 81 66 71 93 100 42 81 87
857
ofershap
mcp-server-s3 Claim
AWS S3 operations — list buckets, browse objects, upload/download files, and ge…
B 81 55 66 100 55 95 83
858
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
859
griffinwork40
Twilio MCP Server Claim 1
Enables AI-powered SMS messaging through Twilio with automatic conversation thr…
B 81 55 94 75 51 82 96
860
core3-coder
Provides intelligent context management for AI development sessions, allowing u…
B 81 54 92 58 N/A 58 90 100
861
shinshin86
A Model Context Protocol server that integrates with AivisSpeech to enable AI a…
B 81 55 69 87 N/A 46 95 100
862
AKarenin
Secret MCP Claim
Enables AI assistants to write .env files with secrets stored locally, allowing…
B 81 54 100 57 N/A 43 92 100
863
LeomaiaJr
Enables users to search and fetch Google's Gemini API documentation directly wi…
B 81 55 82 100 32 82 95
864
RamXX
mcp-tavily Claim 2
An MCP server for Tavily's search API
B 81 54 75 77 N/A 60 94 94
865
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
866
beubax
Grapheteria Claim
Grapheteria: A structured framework bringing uniformity to agent orchestration!
B 81 54 90 55 N/A 68 95 96
867
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
868
AshtonVaughan
AgentBrowser Claim
A semantic browser runtime for AI agents that replaces raw HTML with structured…
B 81 54 96 70 N/A 30 95 99
869
lofcz
Provides LLM-optimized filesystem access with intelligent file pagination for l…
B 81 54 96 62 N/A 46 90 99
870
feedbk-ai
create-survey Claim
Create AI surveys with dynamic follow-up probing directly from your AI assistan…
B 81 66 96 76 86 47 82 88
871
robert7
RemNote MCP Server Claim
Bridges Claude Code and other MCP clients to RemNote, enabling users to manage …
B 81 54 78 68 N/A 80 90 91
872
Ansvar-Systems
saudi-law-mcp Claim
Saudi legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 47 95 93
873
hebcal
hebcal Claim
Model Context Protocol extension for Hebrew calendar
B 81 66 64 100 91 39 81 100
874
Ansvar-Systems
australian-law-mcp Claim
Australian legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 45 95 91
875
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
876
WilliamCloudQi
MATLAB MCP Server Claim
Integrates MATLAB with AI to execute code, generate scripts from natural langua…
B 81 55 100 100 N/A 48 95 42
877
oksure
Enables access to Korean Bible translations from bskorea.or.kr, allowing users …
B 81 55 90 61 70 81 100
878
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
879
fav-devs
Sociona MCP Server Claim
Enables AI assistants to publish, schedule, and manage social media posts acros…
B 81 55 90 65 67 81 99
880
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
881
abhishekgahlot2
Bidirectional bridge between Claude Code and OpenAI Codex CLI. Built on Claude …
B 81 44 90 N/A N/A 28 95 95
882
fulgidus
Zignet Claim
Enables AI-powered Zig programming assistance through code generation, debuggin…
B 81 54 84 61 N/A 67 95 99
883
mbelinky
An enhanced Model Context Protocol server that enables Claude to interact with …
B 81 55 96 73 51 81 96
884
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
885
pranciskus
newsmcp Claim
Real-time world news for AI agents — events clustered from hundreds of sources,…
B 81 54 84 61 70 90 97
886
nikydobrev
Enables interaction with multiple Azure DevOps organizations simultaneously, pr…
B 81 55 78 100 47 81 88
887
onlyflowstech
servicenow-mcp Claim
The most comprehensive ServiceNow MCP server. 17 tools for full CRUD, CMDB grap…
B 81 54 90 72 N/A 57 90 91
888
georgeglarson
Venice MCP Server Claim
Enables AI assistants to access Venice AI's capabilities including chat with op…
B 81 55 84 68 72 81 99
889
Nikolaibibo
ComfyUI MCP Server Claim
Enables Claude Desktop to interact with local ComfyUI installations for AI-powe…
B 81 55 100 82 N/A 26 95 83
890
JavOrraca
A server that provides access to the tidymodels R ecosystem, enabling users to …
B 81 54 96 66 N/A 36 95 97
891
freema
mcp-jira-stdio Claim 2
MCP server for Jira integration with stdio transport. Enables reading, writing,…
B 81 55 73 83 76 81 95
892
hqtrung
Enables AI assistants to interact with the Finizi B4B platform through 15 compr…
B 81 55 88 82 44 81 100
893
VeriTeknik
Teaching LLMs that Math.random() is so last century
B 81 55 92 72 50 82 100
894
ArchimedesCrypto
Provides efficient handling of large Excel files through automatic chunking and…
B 81 55 90 100 N/A 56 95 53
895
TheDigitalNinja
Fitbit MCP Server Claim 1
A Model Context Protocol server that bridges LLMs (like Claude) with the Fitbit…
B 81 54 79 75 N/A 64 95 91
896
pwilkin
Enables comprehensive file operations including reading, writing, searching, an…
B 81 55 74 100 N/A 46 95 78
897
Ansvar-Systems
paraguayan-law-mcp Claim 1
Paraguay legislation via MCP -- full-text search across statutes and provisions
B 81 66 92 73 87 48 83 94
898
eLyiN
gemini-bridge Claim 1
A lightweight MCP server bridging AI agents to Google's Gemini AI via official …
B 81 55 72 82 80 82 89
899
xmuweili
app-screen-mcp Claim 1
An MCP server for reliable iOS Simulator automation that enables agents to cont…
B 81 55 79 100 N/A 30 95 84
900
tickory
Tickory MCP Server Claim
Scheduled scans across all Binance spot and perpetual pairs using CEL rules (RS…
B 81 55 78 71 76 83 98
Showing 851–900 of 44165 servers
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