MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 58 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43851
wahyuzero
Enables AI agents to route web scraping traffic through a phone's cellular conn…
N/A N/A
43852
Hellek1
Enables read-only access to Interactive Brokers data including contracts, marke…
43853
jeromeberg
A simple MCP server to manage YouTube playlists built in TypeScript.
N/A N/A
43854
ollehmichael
Enhanced Notion MCP server with custom composite tools for task management, inc…
43855
cu0001
Enables AI assistants to interact with IBM SVC storage systems, checking system…
43856
bhf
Exposes Kubernetes cluster management tools to LLMs, enabling querying pods, de…
43857
chy168
A remote MCP server for Google Chat, deployed on Cloudflare Workers without aut…
43858
MobileVibe
telegram-mcp Claim
Enables LLMs to send notifications and receive responses via Telegram.
43859
georgelue0321-vibe
Prevents premature AI coding by transforming vague product ideas into structure…
N/A N/A
43860
gherardo200-glitch
Control Adobe Illustrator with natural language from any MCP client, enabling d…
N/A N/A
43861
ssasuoirafen
Enables AI assistants to manage Microsoft Teams through the Graph API, includin…
N/A N/A
43862
rygwdn
Enables AI assistants to access and interact with macOS Calendar.app events and…
N/A N/A
43863
fe-m-bueno
mcp-me Claim
Transforms professional data (CV, projects) into MCP tools for LLMs to query, l…
N/A N/A
43864
vocea-admin
Enables AI agents to generate speech, transcribe audio, and manage voices via t…
81
43865
Anmol202005
kira-mcp Claim
kira-mcp is a local MCP server that gives any MCP-compatible agent host full co…
N/A N/A
43866
cybrium-ai
Provides AI coding assistants with real-time security scanning superpowers, inc…
N/A N/A
43867
madmystic
A lightweight MCP server that wraps OWASP ZAP's REST API as Model Context Proto…
N/A N/A
43868
tunmhub
dsvlab-mcp Claim
Enables AI to programmatically control DS-VLAB circuit testing environment for …
N/A N/A
43869
AlirezaFakari
MCP server that exposes a read-only knowledge base of verified math lecture mat…
N/A N/A
43870
devchux
CodeNav MCP Claim
CodeNav MCP is a remote Model Context Protocol server for exploring a codebase,…
43871
ojaogezi
opm-mcp Claim
Provides Claude with direct access to the Open Porous Media (OPM) reservoir sim…
N/A N/A
43872
universal-mcp
Provides a standardized interface for interacting with Coda's tools and service…
43873
mumez
MCP server for validating and linting Tonel formatted Smalltalk source code usi…
43874
jphittell
Catalog MCP Claim
Standalone read-only MCP server for browsing Oracle HDL business object metadat…
N/A N/A
43875
goncaloreis
Enables Claude to interact with your Telegram account, including reading messag…
N/A N/A
43876
mocha06
mcp-desktop Claim
macOS desktop automation enabling AI agents to screenshot, switch apps and tabs…
N/A N/A
43877
BofAI
A comprehensive MCP server that enables AI agents to interact with the TRON blo…
43878
Ekoelogan
MCP server that exposes 108+ omega-cli OSINT tools for reconnaissance, web anal…
43879
robwilde
Enables Claude Code CLI to interact with Jira, including fetching issue details…
43880
trevorquinn
MCP server that exposes tools for monitoring supply chain disruptions, includin…
N/A N/A
43881
echocharlie
Provides read-only access to Oura ring biometrics via the Oura API, enabling Cl…
43882
schwarztim
This MCP server enables AI assistants to control Ligolo-ng operations on a remo…
43883
ambermem
Amber Claim
Gives your AI persistent memory across conversations. Stores facts automaticall…
43884
leacvikas0
A Model Context Protocol server that uses Google Vertex AI and Gemini 3.5 Flash…
N/A N/A
43885
gianni1989
MCP server integrating OBSS Timepiece Time in Status for Jira, enabling queries…
43886
shxiaj
Enables lightning-fast file searching on Windows using Everything SDK, with too…
N/A N/A
43887
fastmcp-me
MCP Fivetran Claim
Enables AI assistants to manage Fivetran users and connections, including invit…
43888
tuhinmallick
A template for creating custom MCP servers in Python using uv, with integration…
N/A N/A
43889
andriyshevchenko
MCP server with persistent memory, voice understanding, multi-thread orchestrat…
43890
justinhaaheim
A Model Context Protocol (MCP) server that integrates Apple Reminders with Clau…
N/A N/A
43891
Matt-Beyond-Tech
superops-mcp Claim
Enables interaction with the SuperOps.ai PSA/RMM platform for managing clients,…
43892
ariz-ahmad
A no-API-key-required MCP server that wraps Open-Meteo APIs to provide geocodin…
43893
suirenn0627
pokemon-mcp Claim
Provides accurate Pokemon data and Gen 9 damage calculation tools including sta…
N/A N/A
43894
getagentseal
Enables users to scan MCP servers for security threats, check installed servers…
N/A N/A
43895
tangosdev
Exposes a repo's decompilation tools as an MCP server, allowing AI to drive the…
N/A N/A
43896
SEGARK-oficial
Exposes a curated subset of the CentralOps HTTP API as typed tools for Claude C…
43897
AztecProtocol
Provides local access to Aztec documentation, examples, and source code via clo…
43898
MatthewDegtyar
Tracks workflows, tasks, blockers, and decisions locally for Claude Code, using…
N/A N/A
43899
mrgorrin40-TP
Enables AI agents to read, write, analyze, and transform Excel spreadsheets (.x…
N/A N/A
43900
lmn451
Analyzes JSX prop usage in React/TypeScript codebases using AST parsing, enabli…
N/A N/A
Showing 43851–43900 of 66534 servers
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