MCP Server Quality Scores

Independent quality analysis of 44440 public MCP servers

44440
Discovered
29489
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1651
Ansvar-Systems
Costa Rican legislation via MCP — full-text search across statutes and provisio…
B 79 54 71 93 N/A 35 95 91
1652
Haervwe
Helps LLMs maintain coherent timelines, track events, and manage characters acr…
B 79 55 66 82 N/A 52 95 98
1653
edkdev
defi-trading-mcp Claim 1
DeFi Trading Agent MCP Server - Transform your AI into an autonomous crypto tra…
B 79 55 90 100 N/A 38 95 52
1654
VelixarAi
memory Claim
Persistent memory for AI assistants. Store, search, and recall across sessions.
B 79 54 90 68 N/A 58 83 91
1655
dynamicendpoints
ESPN Server Claim
Access real-time sports data from ESPN through a standardized interface. Get li…
B 79 54 84 61 N/A 58 92 98
1656
blaze-xyz
Bitso MCP Server Claim 1
Enables interaction with the Bitso cryptocurrency exchange API to access withdr…
B 79 55 100 66 52 81 86
1657
consigcody94
Enables automation and management of TP-Link BE3600 routers through browser aut…
B 79 54 94 43 N/A 56 95 100
1658
vpro1032
Enables AI assistants to interact with Neo4j graph databases through natural la…
B 79 55 100 61 47 80 96
1659
FadingLight9291117
harmonyos Claim 1
MCP server for HarmonyOS development - interact with projects, devices, and app…
B 79 54 75 58 N/A 67 95 100
1660
richard-gyiko
autogen-ext-mcp Claim 2
Turns Model Context Protocol server tools available in AutoGen >= v0.4
B 79 54 96 71 N/A 67 92 61
1661
PsychArch
Jina AI MCP Tools Claim
Integrates Jina AI Search Foundation APIs to provide web page content extractio…
B 79 55 76 72 75 80 91
1662
infinitnet
Provides seamless access to the ConceptNet semantic knowledge graph, enabling c…
B 79 55 96 56 64 81 91
1663
hrishirc
Task Orchestration
B 79 54 100 61 N/A 43 92 87
1664
aj-geddes
Terry-Form MCP Claim
A secure, containerized MCP server that enables AI assistants to manage Terrafo…
B 79 54 84 51 N/A 75 92 95
1665
indigoprotocol
Cardano MCP Claim
<p align="center"> <img src="https://cdn.simpleicons.org/cardano/0033AD" widt…
B 79 54 78 60 N/A 67 95 96
1666
jinwon-antbotcore
AntBot MCP Server Claim
Enables integration with AntBot, an AI-based RPA platform, allowing users to li…
B 79 54 90 70 N/A 44 84 96
1667
aparajithn
agent-utils-mcp Claim
Swiss-army-knife utility server for AI agents. 18 tools including JSON validati…
B 79 66 78 66 100 42 82 100
1668
cnghockey
Permissionless communication supercharger. 40+ Lightning-paid tools for humans …
B 79 66 90 80 94 22 81 89
1669
wso2
fhir-mcp-server Claim
Model Context Protocol server for Fast Healthcare Interoperability Resources (F…
B 79 55 84 66 72 83 91
1670
Ansvar-Systems
turkish-law-mcp Claim
Turkish legislation via MCP — full-text search across statutes and provisions
B 79 54 71 93 N/A 35 95 91
1671
ackness
Fetch JSONPath MCP Claim 1
Enables efficient extraction of specific data from JSON APIs using JSONPath pat…
B 79 55 96 91 27 81 84
1672
Piotr1215
Provides secure, direct file system access to Obsidian vault files, enabling se…
B 79 54 96 63 N/A 34 95 94
1673
Braffolk
Provides summarised output from various actions that could otherwise eat up tok…
B 79 54 90 71 N/A 51 84 92
1674
smat-dev
Jinni is a tool to efficiently provide Large Language Models the context of you…
B 79 55 90 65 58 81 93
1675
khalidsaidi
ragmap Claim
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval…
B 79 54 67 78 57 95 93
1676
izzzzzi
izTolkMcp Claim 1
MCP server for the Tolk smart contract compiler on TON blockchain. Compile, syn…
B 79 54 66 65 N/A 84 92 96
1677
henilcalagiya
google-sheets-mcp Claim
Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Go…
B 79 55 62 100 N/A 51 95 82
1678
IndigoProtocol
cardano-mcp Claim
Cardano MCP — transactions, addresses, UTxOs, balances, ADAHandles & stake dele…
B 79 54 78 57 N/A 69 95 97
1679
nirholas
Analyze repos of any size - security scanning code analysis monorepo support
B 79 54 94 60 N/A 63 87 88
1680
hekmon8
A server that enables interaction with Home Assistant devices and automations t…
B 79 55 94 66 52 76 99
1681
oscargavin
Enables Claude to interact with Oscribble task projects through natural languag…
B 79 54 90 55 N/A 52 90 100
1682
Jpisnice
MCP server that gives AI assistants seamless access to shadcn/ui v4 components,…
B 79 54 96 30 N/A 88 89 98
1683
darrenjrobinson
entra-news Claim
Search the Entra.news newsletter archive — a weekly digest of Microsoft Entra n…
B 79 54 90 62 N/A 55 91 88
1684
always-further
AgentUp Claim
Portable , scalable , secure AI Agents
B 79 54 86 43 N/A 79 95 93
1685
Brahim-Benzarti
Enables AI agents to interact with live Shopify stores through Admin and Storef…
B 79 55 90 72 61 80 88
1686
antoinedelorme
gravity-swarm Claim
Agent reputation network — compute tasks, submit proofs, earn ELO via Nostr MCP
B 79 55 72 100 N/A 27 95 87
1687
tjdam007
# 🔥 Firebase Crashlytics MCP Server [![License: MIT](https://img.shields.io/ba…
B 79 55 94 95 N/A 43 95 53
1688
nickytonline
Enables car customization and racing through natural language by building dream…
B 79 55 80 75 56 81 100
1689
iolufemi
Express REST API and MCP Server Framework is a comprehensive development framew…
B 79 54 96 56 N/A 90 95 58
1690
alysson-souza
Enables interaction with FreshRSS instances through the Google Reader API. Supp…
B 79 55 78 72 70 81 94
1691
sammcj
mcp-data-extractor Claim 3
A Model Context Protocol server that extracts embedded data (such as i18n trans…
B 79 55 75 100 N/A 66 90 58
1692
ExpertVagabond
photo-organizer Claim
AI-powered organization for Google Photos and Drive - auto-organize, find dupli…
B 79 54 90 56 N/A 50 95 95
1693
panbanda
omen Claim
Multi-language code analysis for complexity, debt, hotspots, ownership, and def…
B 79 54 90 31 N/A 85 94 99
1694
abdul-hamid-achik
Tarot MCP Server Claim
Provides tarot card reading capabilities with a complete 78-card deck, multiple…
B 79 55 90 60 64 82 97
1695
houtini-ai
Search Google's Knowledge Graph for structured information about real-world ent…
B 79 54 94 56 N/A 62 83 94
1696
boguan
A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applicat…
B 79 54 84 66 N/A 46 90 100
1697
scipenai
AMiner MCP Server Claim
Enables academic paper search and analysis through the AMiner API. Supports key…
B 79 55 88 70 47 81 99
1698
zerabic
agentweb Claim
Free business data for AI agents. 11M+ businesses, 227 countries, phone/email/h…
B 79 54 90 66 N/A 50 83 97
1699
ryanmaule
Enables AI assistants to interact with Metabase analytics platform, allowing th…
B 79 54 90 71 N/A 23 95 99
1700
scottlepp
Jira MCP Server Claim 1
Provides AI models with full access to Jira Cloud functionality, enabling issue…
B 79 55 94 100 57 81 49
Showing 1651–1700 of 44440 servers
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