MCP Server Quality Scores

Independent quality analysis of 44526 public MCP servers

44526
Discovered
29496
Scored
2111
Verified
16952
Complete

Last updated 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2201
wrbtc
Bitcoin wallet intelligence: labels, trust scores, transactions, fees. L402 + x…
B 78 66 67 86 96 33 81 95
2202
optuna
optuna-mcp Claim
Official MCP server enabling seamless orchestration of hyperparameter search an…
B 78 54 78 61 N/A 81 87 88
2203
kc0ed
Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ t…
B 78 54 90 53 N/A 43 95 98
2204
roizenlabs
SportIntel MCP Server Claim 1
Provides AI-powered sports analytics for Daily Fantasy Sports (DFS) with real-t…
B 78 55 90 72 48 80 90
2205
CryptoAPIs-io
mcp-blockchain-events Claim 2
MCP server for subscribing to and managing on-chain event webhooks via Crypto A…
B 78 64 81 76 94 37 83 85
2206
Nipurn123
DuckDuckGo MCP Server Claim 1
A free and unlimited web search server that enables AI models to search, crawl,…
B 78 55 94 62 48 80 100
2207
jlbadano
ig-mcp Claim 1
A production-ready Model Context Protocol (MCP) server that enables AI applicat…
B 78 55 81 68 N/A 60 82 98
2208
CryptoAPIs-io
mcp-broadcast Claim 2
MCP server for broadcasting signed raw transactions to multiple blockchains via…
B 78 64 81 76 92 37 83 90
2209
chongzixuan-ai
Detects AI-generated content and transforms robotic text into natural, human-li…
B 78 54 94 58 N/A 46 95 85
2210
batprem
SET-MCP Claim
Provides access to the Securities Exchange of Thailand (SET) to retrieve compre…
B 78 55 84 82 43 81 88
2211
invidtiv
MCP Scrcpy Vision Claim 1
Provides AI agents with real-time vision and control over Android devices throu…
B 78 55 72 82 N/A 46 95 88
2212
daedalus
mcp-rpn Claim
MCP server that exposes an RPN calculator
B 78 44 64 N/A N/A 49 95 99
2213
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
2214
cesco345
Search, book, and manage scientific research equipment across 500+ STEM core fa…
B 78 66 78 86 93 23 81 92
2215
raisinbread
Teleprompter Claim
Enables storage and reuse of prompt templates with variable substitution for LL…
B 78 54 82 58 N/A 59 95 93
2216
2sslgetlool
dev-chrome-monitor Claim
Enables interaction with Chromium browser instances through Puppeteer for inspe…
B 78 54 78 67 N/A 42 95 100
2217
jerfowler
Enables Claude to coordinate multiple specialized AI agents by creating tasks, …
B 78 54 96 32 N/A 78 90 98
2218
alex1092
Enables integration with Up Banking API to query account balances, transaction …
B 78 55 90 65 44 81 100
2219
myvtp
@myvtp/mcp Claim 1
Enables application deployment and management on the VTP platform directly thro…
B 78 55 94 62 48 82 95
2220
Contentrain
Enables AI agents to manage Contentrain CMS content, models, and assets with au…
B 78 55 73 100 N/A 50 75 84
2221
parallax-labs
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…
B 78 54 90 30 N/A 82 94 96
2222
johncarlo177
BlenderMCP Claim 1
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 78 55 66 82 N/A 43 95 99
2223
Evilran
Provides web search capabilities through Baidu with content fetching and parsin…
B 78 55 70 82 63 80 92
2224
packetnomad
Provides access to Linear's issue tracking system through a standardized Model …
B 78 55 92 68 41 82 94
2225
msdanyg
Enables semantic search and knowledge graph exploration of Obsidian vaults usin…
B 78 54 94 60 N/A 43 92 92
2226
AbdelStark
Enables AI models to interact with the Lightning Network by providing an MCP-co…
B 78 55 92 68 37 80 100
2227
elcukro
bank-mcp Claim
Provides AI assistants with secure, read-only access to over 15,000 financial i…
B 78 54 66 67 N/A 62 95 100
2228
faithk7
rednote-mcp Claim
B 78 54 76 72 N/A 47 95 91
2229
farukgaric
SpinupWP MCP Server Claim 1
Enables AI assistants to manage SpinupWP infrastructure, including servers, Wor…
B 78 55 90 68 48 78 100
2230
phxdev1
archy Claim
archy
B 78 55 84 71 49 81 98
2231
nstrayer
Enables AI assistants to execute predefined developer commands and manage long-…
B 78 54 100 53 N/A 39 95 88
2232
drivenbymyai-max
sputnikx-market Claim
EU trade analytics, product catalog, orders, and heating fuel calculator for AI…
B 78 55 92 71 N/A 55 72 92
2233
danjdewhurst
An MCP server that allows AI assistants to manage todo lists stored in a simple…
B 78 55 71 100 N/A 42 95 68
2234
jeswin
Enables remote file system operations (read/write files, manage directories, se…
B 78 55 90 72 47 81 93
2235
DriftOS
DriftOS MCP Server Claim
Enables intelligent semantic conversation routing that automatically branches, …
B 78 55 78 100 24 81 92
2236
blockrunai
blockrun-mcp Claim 1
Access 30+ AI models (GPT-5, Claude, Gemini, Grok, DeepSeek) without API keys. …
B 78 55 88 72 50 80 90
2237
jrandolf
par5-mcp Claim
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
B 78 55 49 100 N/A 55 95 87
2238
Tanush1912
Mnemos Claim
A self-hosted, multi-context memory server that enables AI agents to search and…
B 78 54 94 57 N/A 40 90 98
2239
malaksedarous
Provides AI coding assistants with context optimization tools including targete…
B 78 55 90 65 64 80 87
2240
ThirdGuard
Provides Ethereum blockchain data tools via Etherscan's API, enabling users to …
B 78 55 94 62 43 82 100
2241
juanlarreapm
Strava MCP Server Claim 1
Integrates with the Strava API to allow AI assistants to access fitness data in…
B 78 55 90 61 48 82 100
2242
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
2243
c-cf
The server integrates with the free IMF data API and provides various features …
B 78 55 82 82 48 81 91
2244
GodisinHisHeaven
Enables interaction with USCardForum, a Discourse-based community for US credit…
B 78 55 72 100 29 81 97
2245
Talljack
Enables comprehensive content management through Markdown processing, HTML rend…
B 78 54 94 60 N/A 34 90 99
2246
robobobby
mcp-nordic Claim 1
Provides access to a suite of Nordic data tools covering Danish business record…
B 78 55 90 75 30 83 96
2247
ryu1maniwa
Enables access to OpenTelemetry documentation by fetching and converting pages …
B 78 55 68 100 38 83 91
2248
sureshsankaran
Enables comprehensive management of Obsidian vaults with full CRUD operations, …
B 78 54 94 65 N/A 27 90 100
2249
jameslovespancakes
Provides persistent, semantic memory storage for LLMs across sessions using vec…
B 78 54 84 75 N/A 40 92 89
2250
ozipi
Enables interaction with Reddit through OAuth 2.1 authentication, providing too…
B 78 55 100 60 50 81 90
Showing 2201–2250 of 44526 servers
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