MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2101
YimingYAN
fivetran-mcp Claim 1
MCP server for Fivetran API - manage syncs, check status, and control data pipe…
B 78 55 67 82 N/A 63 77 100
2102
philogicae
A Python MCP server that allows programmatic interaction to find torrents progr…
B 78 55 72 82 76 81 77
2103
ebowman
Enables comprehensive access to RescueTime productivity data and features throu…
B 78 55 80 77 46 82 95
2104
ichbinder
Enables AI assistants to discover, monitor, and control ZigBee smart home devic…
B 78 55 90 67 42 81 99
2105
yonaka15
mcp-pyodide Claim
A Pyodide server for executing Python code by Large Language Models (LLMs) via …
B 78 54 90 60 N/A 41 95 94
2106
cexll
BMAD-MCP Claim 1
Orchestrates complete agile development workflows from product requirements to …
B 78 55 90 100 N/A 25 95 58
2107
Octodet
Read/write Elasticsearch mcp server with many tools
B 78 55 78 73 66 76 95
2108
bilims
mcp-sqlserver Claim
A Model Context Protocol (MCP) server that enables AI agents to interact with M…
B 78 55 86 68 46 81 100
2109
markusvankempen
IBM Maximo Claim 1
Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…
B 78 55 94 83 N/A 70 78 56
2110
CryptoAPIs-io
mcp-contracts Claim 2
MCP server for smart contract ABIs and on-chain data from EVM and Solana via Cr…
B 78 66 81 76 94 42 74 89
2111
jae-jae
fetcher-mcp Claim 1
MCP server for fetching web page content using Playwright headless browser, sup…
B 78 54 75 60 N/A 68 90 96
2112
jeswin
Enables remote file system operations (read/write files, manage directories, se…
B 78 55 90 72 47 81 93
2113
larsenweigle
A FastMCP server that enables AI assistants to extract structured information f…
B 78 55 80 82 46 81 91
2114
wrbtc
Bitcoin wallet intelligence: labels, trust scores, transactions, fees. L402 + x…
B 78 66 67 86 96 33 81 95
2115
tas1337
Enables AI agents to discover and order food from multiple delivery services (D…
B 78 54 90 66 N/A 45 90 91
2116
zcaceres
markdownify-mcp Claim 1
An MCP server to convert almost any file or web content into Markdown
B 78 54 75 58 N/A 63 94 100
2117
scalekit-inc
Model Context Protocol authentication demos - AI assistant integration examples
B 78 54 80 70 N/A 42 92 100
2118
cyanheads
shift-mcp-server Claim 1
Lightweight coordination layer for multiple AI agents working on the same codeb…
B 78 44 72 N/A N/A 57 83 96
2119
ferryzhao-eng
leiga-mcp-server-test Claim 1
B 78 54 78 71 N/A 44 90 98
2120
JediLuke
Provides Firefox browser automation capabilities through Playwright, allowing c…
B 78 55 96 82 N/A 56 95 48
2121
nearai
NEAR MCP Claim
Interact with the NEAR blockchain through MCP calls
B 78 55 86 58 76 78 95
2122
Jeetinida
Provide real-time stock prices, historical stock data, stock-related news, and …
B 78 54 84 68 N/A 47 89 94
2123
xiaobenyang-com
calculator Claim 1
A fully functional calculator server based on Model Context Protocol (MCP), pro…
B 78 64 78 80 84 45 95 78
2124
Cyreslab-AI
MarineTraffic MCP Server
B 78 55 84 75 40 81 99
2125
arpitbatra123
mcp-googletasks Claim 1
An MCP server to interface with the Google Tasks API
B 78 55 73 76 56 80 100
2126
emgeee
MCP Ollama Server Claim 1
MCP Ollama server integrates Ollama models with MCP clients, allowing users to …
B 78 55 64 82 N/A 43 95 98
2127
Kaina3
Debug-MCP Claim
Enables AI assistants to perform interactive Python debugging with breakpoints,…
B 78 54 92 53 N/A 50 95 94
2128
hummbl-dev
HUMMBL MCP Server Claim 2
Provides access to the HUMMBL Base120 framework of 120 validated mental models …
B 78 55 72 82 78 81 80
2129
tcehjaava
TMDB MCP Server Claim 1
Provides access to The Movie Database (TMDB) API, enabling users to search for …
B 78 54 79 73 56 77 99
2130
jerfowler
Enables Claude to coordinate multiple specialized AI agents by creating tasks, …
B 78 54 96 32 N/A 78 90 98
2131
corbat-tech
coding-standards Claim
AI coding standards that enforce production-grade code with DDD, SOLID, TDD gua…
B 78 55 46 100 N/A 55 95 93
2132
bradleygolden
HexDocs MCP Claim
Provides semantic search capabilities for Hex package documentation using AI em…
B 78 54 76 60 N/A 74 92 90
2133
yc9yc
Spider MCP Claim
Enables web searching and webpage scraping using pure crawler technology withou…
B 78 54 94 61 N/A 43 90 94
2134
Red5d
Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsin…
B 78 55 76 82 43 81 98
2135
Ompragash
A TypeScript server implementing the Model Context Protocol that provides secur…
B 78 54 90 63 N/A 40 95 90
2136
Gitmaxd
Manage your short links effortlessly with this server. Create, update, and dele…
B 78 55 96 68 N/A 44 82 90
2137
houtini-ai
Downloads your entire Search Console dataset into a local SQLite database, then…
B 78 54 88 60 N/A 52 95 88
2138
CryptoAPIs-io
mcp-hd-wallet Claim 1
MCP server for HD wallet management, balance, and sync on EVM, UTXO, XRP via Cr…
B 78 66 85 76 93 42 72 90
2139
kgNatx
Mockups MPC Claim
A self-hosted MCP server and gallery for AI-generated mockups, enabling AI tool…
B 78 55 76 60 76 82 97
2140
Panth1823
Provides real-time and historical Formula 1 racing data through the Model Conte…
B 78 55 84 70 52 82 95
2141
rakeshsun
MCP Docker Demo Claim
A demonstration MCP server implementation with Docker support that provides a s…
B 78 55 72 100 24 81 100
2142
evalstate
fast-agent Claim 1
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
B 78 54 66 70 N/A 86 92 79
2143
detailobsessed
unblu Claim
Token-efficient MCP server for 300+ Unblu API endpoints
B 78 54 80 63 N/A 85 78 86
2144
exoticknight
mcp-file-merger Claim
File merger tool, suitable for AI chat length limits.
B 78 54 86 65 N/A 45 92 96
2145
skrapeai
Skrape MCP Server Claim
Get any website content - Convert webpages into clean, LLM-ready Markdown.
B 78 55 90 71 N/A 44 81 94
2146
lgazo
Draw.io MCP Server Claim
Enables AI agents to programmatically create, modify, and analyze Draw.io diagr…
B 78 55 74 57 91 80 98
2147
anit05
This server provides database access capabilities to Claude, supporting SQLite,…
B 78 54 84 58 N/A 46 95 100
2148
openpharma-org
EMA MCP Server Claim
Provides access to European Medicines Agency regulatory data including EU drug …
B 78 55 96 63 47 81 91
2149
knowall-ai
Enables AI agents to store, retrieve, and connect information in a Neo4j graph …
B 78 55 94 58 56 82 91
2150
t2hnd
Provides access to bakery POS transaction data, product catalogs, and sales ana…
B 78 55 78 100 N/A 21 95 77
Showing 2101–2150 of 67181 servers
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