MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37651
CSOAI-ORG
contract-review-ai-mcp MCP server by MEOK AI Labs
N/A N/A
37652
carhaix
Oi Claim
Access your Oi setup: teams, contexts, workflows, tools, and more.
37653 N/A N/A 95
37654
Gaoshan0971
digeguigui Claim
Global reptile & exotic pet knowledge base. 633 species, AI identification, gen…
37655
pluglayer
Enables deploying and managing infrastructure via natural language, including p…
37656
glitch-cc
A unified Open Source Intelligence toolkit that integrates data sources like Ce…
81
37657
srotzin
Hive MPP Claim
Dual-rail 402 (x402 + MPP Tempo) MCP server
37658
tomeraitz
Enables Claude Code to pause and ask questions via Slack, and allows running Cl…
N/A N/A
37659
valda
Search X (formerly Twitter) in real-time from your AI assistant using xAI's Gro…
37660
adrianwedd
RLM-MCP Claim
Implements the Recursive Language Model pattern, enabling LLMs to process arbit…
N/A N/A
37661
gsarti
Enables AI assistants like Claude to search and reference your Apple Notes usin…
N/A N/A 95
37662
seanerama
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
81
37663
asicojp
MCP server for Alog, an AI × Human blog platform. Enables AI agents to post log…
37664
FedWiebe
Enables contact searches within the Federated Directory system by name or email…
81
37665
facundo
fordcor Claim
N/A N/A 95
37666
ericporres
Connects WhatsApp group chats to Claude, enabling reading, searching, exporting…
37667
eaisdevelopment
MCP bridge for inter-session communication between Claude Code instances
N/A N/A 95
37668
noesskeetit
Turns an Obsidian vault into semantic memory for coding agents, providing read-…
N/A N/A
37669
universal-mcp
Provides a standardized interface for interacting with Fpl's tools and services…
37670
QuantGeekDev
Demonstrates elicitations for collecting structured user input interactively ac…
37671
kakarot-joel-yy68
deepmiro Claim
Simulate hundreds of AI agents to predict how communities react to events and p…
81
37672
brunoescalhao
hypokrates Claim
Pharmacovigilance hypothesis generation from 15 public drug safety databases
N/A N/A 95
37673
christophertmonk
A suite of essential utility tools for AI agents, featuring clean HTML-to-Markd…
81
37674
AlexMost
An MCP server that provides semantic search and vault operations for Obsidian n…
N/A N/A
37675
standardbeagle
DevTool MCP Claim
Development tooling MCP server with process management, proxy, and frontend dia…
N/A N/A 95
37676
AccountantInc
A Model Context Protocol server for KikoBooks enterprise bookkeeping software t…
N/A N/A
37677
AdilzhanB
A robust MCP server for real-time sentiment analysis with AI-powered insights, …
37678
xhulz
An MCP server for AI-powered game development tools, including combat balancing…
37679
alfonsogober
Contex Claim
Converts any OpenAPI 3.x specification into a fully functional MCP server with …
37680
fundchainteam
Fundchain Claim
Crypto crowdfunding for AI agents. Create campaigns, accept ETH/USDC via x402 p…
N/A N/A
37681
dave
testing Claim
N/A N/A 95
37682
agoradigest
MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, …
37683
jbaker48
Connects to Garmin Connect and exposes fitness and health data (activities, ste…
37684
AgentsGang
Enables interaction with Azure DevOps services including work items, builds, re…
37685
suddh123
Programmatic Tableau workbook (.twb/.twbx) generation � 47 MCP tools for charts…
N/A N/A 95
37686
Arctusol
Manage Zoho Books contacts, items, estimates, and invoices directly from your w…
N/A N/A 95
37687
vocea-admin
Enables AI agents to generate speech, transcribe audio, and manage voices via t…
81
37688
rob-long
Enables AI-powered debugging through structured logging with pattern recognitio…
81
37689
Gingiris-1031
Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pri…
37690
halilcengel
IzmirMCP Claim
MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…
37691
takashicompany
playcaller Claim
An MCP server that enables AI agents to play-test Unity games by capturing scre…
N/A N/A
37692
soundstear
adsdas Claim
adsdas
N/A N/A 95
37693
CristianoCiuti
RepoNova Claim
RepoNova is an MCP server that builds a persistent knowledge graph of your code…
N/A N/A
37694
coliving-search Claim 1
Search 14,000+ verified coliving and coworking spaces with pricing, amenities, …
N/A N/A 81
37695 N/A N/A 95
37696
sethbang
Unofficial MCP server for Proton Mail (not affiliated with Proton AG) — send, r…
N/A N/A
37697
jaworjar95
Enables AI tools like Claude Desktop and Cline to interact with Salesforce, pro…
37698
@Kapeli
dash-mcp-server Claim
N/A N/A 95
37699
cuongpo
Enable seamless interaction with the Rootstock blockchain through a standardize…
N/A N/A 95
37700
MagarongCandy
MCP_Tools Claim
A NestJS app that exposes MCP-style tools backed by hardcoded JSON, allowing us…
Showing 37651–37700 of 43459 servers
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