MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44801
samueloladji
Vaultak Claim
Runtime security for AI agents. Score your agent's risk level across 5 dimensio…
81
44802
DaVinciPicks
AI sports predictions for NBA, NFL, NHL & MLB — picks, cards, track record, sch…
N/A N/A
44803
dizzydes
0pi Claim
Free, 2hr expiry agent storage to cache contexts, bridge workflows, or dump dat…
N/A N/A 95
44804 N/A N/A 95
44805
stevekinney
temporal-mcp Claim
Provides AI agents with read-only access to Temporal infrastructure through 28 …
44806
karyaboyraz
mockit-mcp Claim
Generate premium iOS mobile UI mockups (PNG + HTML) from a single text prompt. …
N/A N/A
44807
adelaidasofia
lu Claim
lu.ma events MCP server with draft+confirm safety, audit logging, and prompt-in…
N/A N/A
44808
AnChainAI
Enables AI assistants to access AnChain.AI blockchain intelligence APIs for ris…
N/A N/A
44809
ersanpt
Free self-hosted WeChat push notification service with a standard MCP Server, e…
44810
jotraynor
Enables Claude to search and download music files from the Soulseek peer-to-pee…
81
44811
Jing-yilin
Provides access to Product Hunt data via the Product Hunt API v2, enabling quer…
44812
bch1212
Paid MCP for fishing/lake/stocking intelligence — 72k+ US lakes, 293k+ events.
44813
antidumpalways
Enables Claude and ChatGPT to interact with AdEx AURA API for DeFi portfolio an…
81
44814
codeislaw101
katzilla Claim
300+ free public & government data sources behind one API key, for AI agents.
N/A N/A 83
44815
mcp Claim 1
Agent-native cloud, EU-hosted. Provision VMs, networks & databases on redu.clou…
67
44816
111-test-111
A Python-based MCP server providing mathematical computation tools and plotting…
N/A N/A
44817
tigergraph
Model Context Protocol (MCP) server for TigerGraph that lets AI agents interact…
N/A N/A
44818
PlaceNL2026
Connects AI assistants to OKX cryptocurrency exchange for trading, market data,…
N/A N/A
44819
guirguispierre
A self-hosted, graph-aware memory server for AI assistants that provides persis…
N/A N/A
44820
ratbyte
RX-Radar Claim
[![smithery badge](https://smithery.ai/badge/ratbyte/rxradar)](https://smithery…
81
44821
khareemnurulla
MCP Hub Claim
MCP Hub aggregates and proxies multiple Model Context Protocol servers into a u…
81
44822
Null-Phnix
Claud-Ear Claim
An MCP server that gives AI agents the ability to listen to and understand musi…
N/A N/A
44823
Vertiiii
blender-mcp Claim
Connects Blender 3D modeling software with Claude AI, enabling natural language…
N/A N/A
44824
vitrine3d
mcp Claim
3D product viewer platform with a visual editor. Upload GLB models, style scene…
44825 N/A N/A 95
44826
davidmosiah
ouramcp Claim
Privacy-first, unofficial Oura MCP server for AI health, sleep, activity and he…
N/A N/A
44827
groupdocs-viewer
MCP server for GroupDocs.Viewer — render pages as PNG and inspect view info via…
N/A N/A
44828
NosytLabs
Enables privacy-focused web searches through the Presearch API and web content …
81
44829
KTCrisis
flux7-memory Claim
Governed multi-agent memory for AI agents. Hybrid markdown + SQLite store with …
44830
jayvee6
LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, rep…
N/A N/A
44831
davidmosiah
fitbitmcp Claim
Privacy-first, unofficial Fitbit MCP server for AI health, sleep, activity and …
N/A N/A
44832
mnemexa
Mnemexa MCP Claim
Provides persistent, self-optimizing memory for AI agents, enabling them to rem…
44833
svgicons-com
Enables AI coding tools to search, inspect, recommend, and export SVG icons fro…
44834
isaacchpe
A Python-based MCP server that manages a product inventory using SQLite, allowi…
N/A N/A
44835
voucherifyio
Enables asking questions in plain language to explore loyalty and promo data th…
44836
loyalspark
Onchain Loyalty-as-a-Service on Base L2. AI agents can create loyalty programs,…
81
44837
pralayasimha23
simhameta Claim
N/A N/A 95
44838 N/A N/A 95
44839
Amazon account health, listing, FBA inventory, fee, PPC, review, and appeal int…
N/A N/A 81
44840
floriangrousset
OPNsense MCP Server
81
44841
harshil1502
A type-safe MCP server that enables AI agents to control TradingView Desktop vi…
N/A N/A
44842
sevalla-templates
A demonstration server implementing the Model Context Protocol with Server-Sent…
44843
madlinux768
Provides a private, managed instance of the official GitHub MCP server hosted o…
81
44844
mcp-server Claim 1
Sign AI output for EU AI Act + FRE 902 compliance, verify content authenticity …
N/A N/A 69
44845
anzy-renlab-ai
Look up how engineers actually pronounce project / product / jargon names (kube…
N/A N/A
44846
gowtham0992
redline Claim
Run local prompt regression checks from prompt-response logs in AI coding assis…
N/A N/A
44847
mrgoonie
MCP server for Vietnamese stock market data, enabling AI assistants to access s…
N/A N/A
44848
neglect
Billions of Solana DeFi TXNs, Decoded at Scale & accessible via LLM Direct, st…
81
44849
souhailmerroun-recyclebin
mcp-browser Claim
Exposes Playwright browser automation as MCP tools, enabling AI assistants to c…
N/A N/A
44850
Pavankurapati03
A Python-based MCP server that provides mathematical tools like addition and ra…
N/A N/A
Showing 44801–44850 of 45235 servers
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