MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58951
excelsier
Enables Claude to interact with task management data in the Things app, includi…
N/A N/A
58952
zhensherlock
MCP server for querying S\&P 500 company data from Supabase, providing tools fo…
58953
FedericaZuccarello
MCP Server Claim
Minimal MCP server in TypeScript with a LangChain/OpenAI assistant (assist tool…
N/A N/A
58954
defibabylon
rwa-attest Claim
Provides cryptographically verifiable RWA trust attestations and multi-chain De…
58955
Tornike-Peradze
Exposes PostgreSQL database operations as tools for AI assistants, allowing exe…
58956
kefapps
An MCP server that integrates 1Password with AI agents, providing secure access…
N/A N/A
58957
booklib-ai
hn-mcp Claim
The only MCP server that can write to Hacker News, enabling story submission, c…
N/A N/A
58958
nishantwebdev
Enables querying weather data through natural language, providing current condi…
58959
acidentlgenius
vision-input Claim
Enables AI to capture screenshots and control mouse and keyboard for automated …
N/A N/A
58960
internet-court
Provides a trust layer for agent-to-agent commerce and delegated agent authorit…
58961
trotsky1997
Extracts text from images using PaddleOCR and outputs results in markdown forma…
N/A N/A
58962
piatra-automation
Enhanced MCP server for sending native macOS notifications with terminal-notifi…
N/A N/A
58963
Rumblingb
Enables AI agents to search the web, find news, and read page content via DuckD…
58964
Joseph19820124
Enables LLMs to interact with Supabase services including Database, Auth, Stora…
58965 N/A N/A 95
58966
hahooh
Proxies STDIO-based MCP clients to streaming HTTP MCP servers, enabling local c…
N/A N/A
58967
akopper
Enables performing web searches and fetching web page content via Ollama's host…
58968
mitsuru
Enables Claude Code to generate and preview rich user interfaces via the A2UI p…
N/A N/A
58969
naveenadi
mnemonic Claim
MCP server for on-device hybrid search over markdown knowledge bases, combining…
N/A N/A
58970
appdev
Provides a local MCP stdio server that enables AI clients to read, search, crea…
N/A N/A
58971
David-Felipe-Trejos
Enables CRUD and analytical operations on a SQLite inventory database, includin…
N/A N/A
58972
cartena-tecnologia
Enables AI clients like Claude to interact with Cartena tools via MCP, supporti…
58973
wppoland
Read-only MCP server for WooCommerce that enables answering questions about pro…
58974
dynamicfeed
62 live, cryptographically signed data tools for AI agents and robots: weather,…
58975
jamesricky
test-mcp Claim
A demo MCP server for testing and debugging tools, providing tools to get launc…
58976
pipeworx-io
Enables substring-search of documentation entries from DevDocs.io via a single …
58977
jiwon86
Wraps Google Gemini's image generation API as an MCP server, enabling text-to-i…
N/A N/A
58978
sunnylabtv-crypto
Ontology-driven multi-agent platform that encodes business policy as code, enab…
58979
brianpmccullough
mcp-app-ui Claim
This MCP server provides the current server time through a basic resource and t…
N/A N/A
58980
ELumya
mcp-openalex Claim
MCP server for the OpenAlex scholarly database, providing AI agents with tools …
58981
belzorash
cleanfetch Claim
Enables AI agents to read web pages reliably, returning clean markdown content,…
N/A N/A
58982
level09
dld-mcp Claim
Enables querying 1.6M+ Dubai Land Department sales transactions and 9.5M+ Ejari…
58983
yufei8807
mysql-mcp Claim
Enables read-only SQL queries and datasource listing for MySQL databases via MC…
N/A N/A
58984
QuantJourneyOrg
Connects AI assistants to 500+ financial data tools from 40+ providers via the …
58985
Human4ik1
Enables querying Minecraft Java server status via the Model Context Protocol, d…
58986
chameleonbr
Centralized, sandboxed MCP server to manage, execute, and expose advanced Agent…
58987
TobiasArg
Provides safe local file operations through MCP, including reading, writing, se…
N/A N/A
58988
schwarztim
Provides comprehensive tools for managing Elasticsearch clusters, including sec…
81
58989
anupamchugh
asc-mcp Claim
Enables AI agents to manage App Store Connect apps, including registering bundl…
58990
dugd
codeskeleton Claim
Enables AI agents to efficiently read Python code by first providing file skele…
N/A N/A
58991
sargue
Manage grocery lists on OurGroceries.com via CLI or MCP, supporting item operat…
58992 N/A N/A 95
58993
ilovedurianhhh
ansa-mcp Claim
An MCP server that bridges MCP clients to ANSA CAE pre-processor via file IPC, …
N/A N/A
58994
86755crj
n9n Claim
N/A N/A 95
58995
pipeworx-io
Provides access to music metadata from TheAudioDB community database through MC…
58996
Fozikio
Persistent memory for AI agents with semantic memory, belief tracking, and drea…
58997
611711Dark
Enables safe execution of Python code snippets within a sandboxed environment, …
58998
mcpslim
notion-slim Claim
A token-optimized MCP server for Notion that reduces context window usage by 73…
58999
sprider
Enables Bible search and verse retrieval with multiple translations, deployable…
N/A N/A
59000
Schmoll86
Splits the Alpaca trading MCP server into two smaller servers (data and orders)…
N/A N/A
Showing 58951–59000 of 66484 servers