MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2151
DavidGreigQC
Enables Claude to read and search through iMessage, SMS, and RCS conversations,…
B 78 55 78 75 N/A 44 95 90
2152
BAM-DevCrew
11 focused tools for structured thinking, branching, revision, and navigation.
B 78 55 90 100 N/A 49 95 39
2153
morsa-dev
mb-mcp Claim
A standalone Node.js MCP server designed for Memory Bank workflows that enables…
B 78 55 69 100 38 81 94
2154
GodisinHisHeaven
Enables interaction with USCardForum, a Discourse-based community for US credit…
B 78 55 72 100 29 81 97
2155
agentic-community
openapi-to-mcp Claim
Transform OpenAPI specifications into production-ready MCP servers with AI-po…
B 78 54 100 43 N/A 54 95 88
2156
aws-samples
This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amaz…
B 78 54 96 50 N/A 50 95 90
2157
sgriffin-magnoliacap
Enables read-only interaction with Snowflake databases through SQL queries, sch…
B 78 55 84 66 55 81 99
2158
caiovicentino
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
B 78 55 100 41 N/A 73 81 95
2159
tanevanwifferen
DocsScraper Claim
Scrape documentation for libraries and API's
B 78 54 96 71 N/A 21 95 91
2160
Automattic
Provides official access to Gravatar profiles, avatars, and AI-inferred interes…
B 78 55 62 100 57 81 84
2161
gosodax
SODAX MCP server: live cross-chain DeFi API data and auto-updating SDK docs for…
B 78 66 75 70 89 49 81 99
2162
roddutra
Agent MCP Gateway Claim
On-demand tool discovery for all your MCPs and per-subagent MCP controls to pre…
B 78 54 94 63 N/A 75 95 59
2163
Stig-Johnny
cutie-mcp Claim
Enables interaction with the Cuti-E admin API to manage conversations, reply to…
B 78 55 94 67 37 81 97
2164
chongzixuan-ai
Detects AI-generated content and transforms robotic text into natural, human-li…
B 78 54 94 58 N/A 46 95 85
2165
cameronsjo
Provides access to Disney parks data including attractions, dining locations, h…
B 78 55 94 76 37 81 91
2166
MarcusJellinghaus
MCP File System Server: A secure Model Context Protocol server that provides fi…
B 78 54 84 41 N/A 71 95 99
2167
K-Dense-AI
claude-skills-mcp Claim
Intelligent search capabilities to let every model and client use [Claude Agent…
B 78 55 94 58 64 80 92
2168
0xBigBoss
Tilt MCP Server Claim
Enables AI assistants to interact with Tilt development workflows, including mo…
B 78 55 96 60 42 81 99
2169
nickclyde
Web search using DuckDuckGo
B 78 55 88 60 58 83 99
2170
artemsvit
Figma MCP PRO Claim
Professional Model Context Protocol server that enables AI-optimized Figma desi…
B 78 55 84 72 54 81 92
2171
sanderkooger
An MCP server implementation that provides tools for retrieving and processing …
B 78 55 79 63 79 78 96
2172
kimmywork
MCP MyZ Search Claim
Enables web search across Bing, DuckDuckGo, and Google using Playwright automat…
B 78 54 78 75 N/A 45 95 91
2173
antonzherdev
Web Inspector MCP Claim
Enables AI assistants to inspect, debug, and test web pages using Playwright. P…
B 78 54 84 58 N/A 61 92 92
2174
LayeSec006
pentest-mcp-server Claim
MCP server for penetration testing
B 78 55 92 61 N/A 49 81 98
2175
kspatel29
mcptool Claim
A drop-in MCP proxy that aggregates multiple backend servers into two meta-tool…
B 78 55 94 58 53 83 96
2176
alex1092
Enables integration with Up Banking API to query account balances, transaction …
B 78 55 90 65 44 81 100
2177
DynamicDeals
gunsnation Claim 2
MCP server for real-time access to the Gunsnation firearms catalog and specific…
B 78 44 79 N/A N/A 48 83 96
2178
xiaobenyang-com
Lookup-Domain Claim 1
A Model Context Protocol (MCP) server that provides comprehensive domain name r…
B 78 64 78 66 87 45 95 91
2179
telmon95
VulneraMCP Claim
AI-powered bug bounty hunting platform that integrates security tools (OWASP ZA…
B 78 55 100 58 51 81 90
2180
Octodet
Read/write Elasticsearch mcp server with many tools
B 78 55 78 73 66 76 95
2181
Natfii
UE5 MCP Server Claim 1
Bridges AI assistants to Unreal Engine 5 editor, enabling direct manipulation o…
B 78 55 71 87 N/A 26 95 100
2182
SchematicHQ
Schematic Claim 1
Manage companies, plans, features, and billing through SchematicHQ
B 78 54 84 63 N/A 74 81 89
2183
Wolfe-Jam
.FAF Context Claim 1
Dedicated IDE Edition. Persistent project context for Cursor, Windsurf, Cline, …
B 78 55 84 57 N/A 90 78 86
2184
Stefan-Nitu
MCP Xcode Claim
Enables AI assistants to build, test, run, and manage Apple platform projects (…
B 78 54 78 61 N/A 57 95 94
2185
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
2186
SojiroPopo
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
B 78 44 84 N/A N/A 25 95 95
2187
soth-ai
mcp-reticle Claim
Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM …
B 78 54 90 33 N/A 74 95 98
2188
TheNomadInOrbit
Vision MCP Server Claim
Enables vision capabilities for any AI model by routing image analysis requests…
B 78 55 86 72 46 81 95
2189
livehybrid
splunk-mcp Claim
A FastMCP-based tool for interacting with Splunk Enterprise/Cloud through natur…
B 78 55 90 63 55 80 98
2190
sammcj
mcp-package-docs Claim 1
An MCP server that provides LLMs with efficient access to package documentation…
B 78 54 79 58 N/A 68 95 90
2191
MushroomFleet
Transform your ordinary story content into rich, detailed narratives. Enhance y…
B 78 54 86 60 N/A 48 91 100
2192
danhilse
notion_mcp Claim 1
Integrates with Notion's API to manage personal todo lists
B 78 55 94 66 42 80 100
2193
EvilFreelancer
openapi-to-mcp Claim 1
Turns any OpenAPI/Swagger API into an MCP server. One MCP tool per endpoint, St…
B 78 55 90 68 N/A 59 81 86
2194
zhookteam
zhook-mcp-server Claim 1
Create Hooks: Create new webhooks or MQTTHOOKS directly from your agent. List H…
B 78 55 88 67 51 78 97
2195
ohnicholas93
Enables AI assistants to interact with Payload CMS instances through authentica…
B 78 55 96 68 43 81 90
2196
ayeletstudioindia
Provides deep source code analysis for Unreal Engine codebases, allowing AI ass…
B 78 55 86 68 47 81 99
2197
CryptoAPIs-io
mcp-utils Claim 3
MCP server for address derivation and encoding utilities across multiple blockc…
B 78 64 81 76 93 37 83 84
2198
ExpertVagabond
ordinals Claim 3
Bitcoin Ordinals MCP Server — inscriptions, runes, BRC-20, collections & rare s…
B 78 55 90 100 N/A 73 70 47
2199
timergy-app
Timergy Claim
Create scheduling polls, vote, and finalize times from AI agents.
B 78 54 75 80 N/A 34 95 96
2200
pydantic
MCP Run Python Claim
Enables secure execution of Python code in a sandboxed WebAssembly environment …
B 78 55 86 55 79 81 92
Showing 2151–2200 of 67181 servers
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