MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1801
AnEntrypoint
MCP-REPL Claim 1
A secure JavaScript REPL server that enables executing code snippets in a sandb…
B 79 55 92 100 N/A 56 95 37
1802
talhaorak
pytaiga-mcp Claim
A MCP server for interacting with Taiga Project Manager
B 79 55 88 51 N/A 81 82 98
1803
hrishirc
Task Orchestration
B 79 54 100 61 N/A 43 92 87
1804
kingkongshot
Spec Workflow MCP Claim
An intelligent MCP server that helps development teams maintain high-quality pr…
B 79 55 96 100 53 84 47
1805
ElonJask
Exposes ProxyPin's local network capture history to MCP-capable clients for sea…
B 79 54 78 67 N/A 65 92 90
1806
khalidsaidi
ragmap Claim
MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval…
B 79 54 67 78 57 95 93
1807
jonmatum
Analyzes git repository metrics to understand team health, development patterns…
B 79 54 90 32 N/A 79 95 100
1808
alexcz-a11y
Tessie MCP Server Claim
Provides intelligent Tesla vehicle analytics and control through the Tessie API…
B 79 55 84 72 53 81 97
1809
ambivo-corp
Ambivo MCP Server Claim 1
Provides access to Ambivo API endpoints for natural language querying of entity…
B 79 55 84 72 59 80 95
1810
mansournorouzi
Connects Claude to Amazon Seller Central via the SP-API for natural language qu…
B 79 44 79 32 95 97
1811
yokingma
one-search-mcp Claim
🚀 OneSearch MCP Server: Web Search & Scraper & Extract, Support agent-browser,…
B 79 55 82 100 N/A 73 83 51
1812
savethepolarbears
Jules MCP Server Claim
Integrates Google's Jules coding agent with AI assistants to delegate autonomou…
B 79 55 96 68 45 80 94
1813
gesslar
FluffOS MCP Server Claim
Enables AI assistants to validate LPC code and examine compiled bytecode using …
B 79 54 78 56 N/A 69 95 100
1814
joenorton
Generate and refine AI images/audio/video through natural conversation.
B 79 54 84 53 N/A 74 89 95
1815
redpanda-data
docs-mcp Claim
Get authoritative answers about Redpanda documentation and search API reference…
B 79 66 76 86 94 30 80 92
1816
ttommyth
RAG Memory MCP Claim 1
An advanced MCP server providing RAG-enabled memory through a knowledge graph w…
B 79 55 84 75 N/A 43 95 90
1817
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
1818
ryan-crabbe
Enables Claude to interact with physical iOS devices running Expo development b…
B 79 55 90 91 25 80 92
1819
8b-is
smart-tree Claim
AI-native directory visualization with semantic analysis, ultra-compressed form…
B 79 54 100 37 N/A 82 90 88
1820
openbnb-org
mcp-server-airbnb Claim 1
Provides tools to search Airbnb and get listing details.
B 79 55 96 60 61 83 91
1821
Aboodtt404
mcp-menesesdk Claim
19-chain DeFi gateway for AI assistants for Menese Protocol
B 79 54 84 68 N/A 55 89 91
1822
kwp-lab
Brave Search With Proxy
B 79 55 94 67 48 82 93
1823
jsonallen
Perplexity MCP Server Claim 1
A server facilitating web search functionality by utilizing Perplexity AI's API…
B 79 55 94 65 53 80 94
1824
kpritam
Gremlin MCP Server Claim
Enables AI assistants to interact with Gremlin-compatible graph databases throu…
B 79 55 88 62 63 81 96
1825
lukeburciu
Enables users to generate professional AWS architecture diagrams, sequence diag…
B 79 55 72 100 46 81 90
1826
levelsofself
ai-ops Claim
AI operations management: 12 specialized agents, task dispatch, and team coordi…
B 79 54 90 63 N/A 50 90 93
1827
MervinPraison
PraisonAI Claim
AI Agents Framework with Self Reflection and MCP support
B 79 54 94 32 N/A 78 95 99
1828
Ansvar-Systems
Costa Rican legislation via MCP — full-text search across statutes and provisio…
B 79 54 71 93 N/A 35 95 91
1829
anirudhyadavMS
YouTube MCP Server Claim
Enables YouTube content browsing, video searching, and metadata retrieval via t…
B 79 55 86 68 54 82 100
1830
null-runner
Chrome MCP Docker Claim
Enables AI coding assistants to control a persistent Chrome browser through Dev…
B 79 55 90 78 51 81 85
1831
JamesANZ
video-toolkit-mcp Claim 1
A Model Context Protocol (MCP) server that provides comprehensive video tools: …
B 79 54 90 57 N/A 50 90 100
1832
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
1833
annibale-x
mcp-webgate Claim
Web search that doesn't wreck your AI's memory.
B 79 44 61 N/A N/A 64 95 98
1834
arpe-io
migratorxpress-mcp Claim 3
MCP server for MigratorXpress — cross-platform database migration with parallel…
B 79 55 77 91 N/A 71 90 59
1835
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
1836
gregario
godot-forge Claim
Godot 4 development companion with test running (GUT/GdUnit4), API docs with 3→…
B 79 54 72 62 N/A 76 92 97
1837
KyuRish
patreon-mcp-server Claim
Access your Patreon creator data - campaigns, patrons, tiers, and posts.
B 79 54 76 67 N/A 71 83 100
1838
shuji-bonji
epsg-mcp Claim 1
An MCP server that provides knowledge about Coordinate Reference Systems (CRS).
B 79 54 75 65 N/A 66 95 92
1839
voidmobcom
voidmob-mcp Claim
Mobile proxies, SMS verifications, and global eSIM data plans for AI agents.
B 79 55 72 100 N/A 31 95 81
1840
defensedotcom
Defense MCP Claim
Provides Claude Desktop access to Defense.com threat intelligence data for risk…
B 79 55 76 72 72 76 99
1841
ChanMeng666
Google News integration with automatic topic categorization, multi-language sup…
B 79 55 94 68 57 80 91
1842
tjdam007
# 🔥 Firebase Crashlytics MCP Server [![License: MIT](https://img.shields.io/ba…
B 79 55 94 95 N/A 43 95 53
1843
pijusz
mcp-sanity-images Claim 1
MCP server for uploading local images to Sanity CMS
B 79 44 57 N/A N/A 73 95 97
1844
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
1845
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
1846
mcpdotdirect
evm-mcp-server Claim
Comprehensive blockchain services for 30+ EVM networks, supporting native token…
B 79 55 84 56 77 80 100
1847
zaeyasa
q1-crafter-mcp Claim 1
<p align="center"> <img src="https://img.shields.io/badge/MCP-Server-blueviol…
B 79 54 90 65 N/A 49 94 90
1848
vsoneji
Schwab MCP Server Claim
Enables AI assistants to securely interact with Charles Schwab accounts through…
B 79 55 94 71 39 80 100
1849
Aguantar
kafka-dataops-mcp Claim 1
DataOps Kafka MCP server with consumer lag diagnosis and broker monitoring
B 79 44 72 N/A N/A 47 95 97
1850
ofershap
cursor-usage Claim
Enterprise AI coding usage analytics — track spend, model usage, and costs acro…
B 79 54 72 72 N/A 58 92 100
Showing 1801–1850 of 66402 servers
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