MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25863
Scored
1565
Verified
16957
Complete

Last updated 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7251
Fastops-ai
Enables users to collect, search, and retrieve product feedback and full conver…
B 71 55 84 57 29 80 92
7252
TheoEwzZer
winsight Claim
Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.
B 71 54 66 32 N/A 69 95 100
7253
jjsteffen23
Enables verification of natural language claims against CME prediction market d…
B 71 55 84 67 27 80 84
7254
spences10
MCP Embedding Search Claim 1
A Model Context Protocol server that searches transcript segments in a Turso da…
B 71 55 69 73 33 81 91
7255
Myangsun
Enables Claude to remember information about users across conversations by stor…
B 71 54 78 55 N/A 34 87 93
7256
Sheshiyer
Git MCP Server Claim 2
The Git MCP Server allows AI assistants to perform enhanced Git operations via …
B 71 55 84 62 14 82 95
7257
zero-abd
llmmcp Claim 1
MCP server for real-time LLM API documentation — stop hallucinations
B 71 55 57 73 N/A 51 80 94
7258
TimeCyber
MCP-X Claim
这是一个MCP客户端,让你轻松配置各个大模型,对接各种MCP Server而开发。This is an MCP client that allows you …
B 71 54 84 38 N/A 78 95 62
7259
precariat365
A MCP-based intelligent customer service system that provides smart Q\&A, human…
B 71 55 80 60 41 81 85
7260
G3sparky
A Windows-native MCP server that enables users to paste images, Excel tables, r…
B 71 54 84 56 N/A 24 87 93
7261
vespo92
Provides AI assistants with persistent memory through local ChromaDB vector sto…
B 70 55 78 53 43 74 95
7262
sumitchatterjee13
Enables web search, content extraction, question answering, and RAG context gen…
B 70 55 86 55 24 81 93
7263
vespo92
A Model Context Protocol server that enables Claude Desktop and other MCP clien…
B 70 55 65 41 82 81 92
7264
nicholasrubright
MCPatterns Claim 1
An MCP server that enables users to store and retrieve personalized coding patt…
B 70 54 79 50 N/A 28 90 94
7265
erniebrodeur
MCP-Grep Claim
A server implementation that exposes grep functionality through the Model Conte…
B 70 54 72 33 N/A 63 92 91
7266
ranit532
MCP Server POC Claim 1
A proof-of-concept MCP server demonstrating various capabilities including math…
B 70 55 78 57 43 71 94
7267
shrike-security
Shrike Security Claim 1
Runtime security for AI agents. 12 MCP tools detect and block prompt injection,…
B 70 66 96 91 0 72 81 81
7268
lioensky
A server that allows AI agents to consult multiple large language models (like …
B 70 55 80 71 21 81 81
7269
Agoric
Provides AI assistants with a comprehensive toolkit for developing, testing, an…
B 70 55 72 62 40 76 93
7270
imax09-wq
MCP Python SDK Claim
A Python implementation of the Model Context Protocol that allows applications …
B 70 55 78 42 60 81 89
7271
asaficontact
Time MCP Server Claim
Provides current time information and timezone conversion capabilities using IA…
B 70 55 78 100 29 81 43
7272
jpospychala
Provides tools for managing wallet operations, transfers, and currency exchange…
B 70 55 78 62 26 76 98
7273
JoshDoesIT
Enables automated review and analysis of network security controls (AWS Securit…
B 70 55 96 33 39 81 92
7274
riteshsonawala
Enables AI agents to interact with KDB+ databases through standardized MCP tool…
B 70 55 78 66 19 81 93
7275
Magic-Sauce
Enables generation of various chart types (bar, line, pie, radar, etc.) using Q…
B 70 55 94 82 42 81 32
7276
lchampz
heimdall Claim
🛡️ MCP Heimdall - Advanced Environment Architect & Diagnostic Tool.
B 70 54 72 53 N/A 34 87 100
7277
smithery-ai
Shopify Update MCP Server
B 70 55 60 70 37 78 98
7278
GeekyRiolu
ICY_MCP Claim
Enables Instagram engagement analysis using the unofficial Instagram Private AP…
B 70 55 78 66 23 81 87
7279
RWAValueRouter
A Model Context Protocol server that enables AI agents to bridge USDC across mu…
B 70 54 63 62 N/A 24 95 98
7280
dennisonbertram
Brex MCP Server Claim
Enables interaction with Brex financial data including expenses, budgets, trans…
B 70 55 56 70 57 82 86
7281
nick-telsan
A demonstration server for ModelContextProtocol that provides weather tools and…
B 70 55 72 65 18 81 100
7282
Kailash-Sankar
PocketMCP Claim
A lightweight, local-first MCP server that automatically watches folders, chunk…
B 70 54 90 36 N/A 33 95 87
7283
pablof7z
MCP-NOSTR Claim
A bridge that enables AI language models to publish content to the Nostr networ…
B 70 55 60 70 46 76 94
7284
waTeim
Enables LLMs to manage PostgreSQL clusters in Kubernetes using the CloudNativeP…
B 70 55 80 46 46 81 94
7285
Hive-Academy
Hey @roocode community! I'm thrilled to share a project born from my work with…
B 70 55 66 70 65 82 63
7286
Zero056
ERPNext MCP Server Claim 1
Enables comprehensive interaction with ERPNext systems through natural language…
B 70 55 72 70 22 78 97
7287
kablewy
FRED MCP Server Claim 3
A Model Context Protocol server that provides tools to search and retrieve econ…
B 70 55 79 67 19 83 90
7288
pwfarmer87
Slate MCP Server Claim
Connects Technolutions Slate with Claude to query and analyze student enrollmen…
B 70 55 78 65 21 81 93
7289
NZ99
Mochi MCP Server Claim
Enables AI agents to manage Mochi.cards flashcards, including browsing decks, s…
B 70 55 60 72 32 80 100
7290
little2512
Enables reading and analyzing Word documents with advanced features including t…
B 70 54 72 65 N/A 32 88 83
7291
leonskenidy
Provide seamless access to Omi conversations and memories through a standardize…
B 70 54 66 70 N/A 24 87 91
7292
bakhtiyork
Digest MCP Server Claim
Enables extraction of fully rendered web content from dynamic pages, SPAs, and …
B 70 55 72 73 22 81 91
7293
agilesix
Provides tools for auditing and fixing scaffolded VA forms to ensure they follo…
B 70 55 72 100 N/A 24 89 49
7294
l3wi
Lighthouse MCP Claim 2
A Model Context Protocol server that enables Claude to interact with and analyz…
B 70 54 63 66 N/A 20 92 98
7295
dynamicendpoints
etsy-mcp Claim
Search Etsy listings, fetch shop details, and explore trending products. Create…
B 70 54 78 53 N/A 23 95 89
7296
bobtista
Enables AI agents to interact with the Honeybadger error monitoring service to …
B 70 55 66 62 47 82 92
7297
bugzy-ai
Resend MCP Server Claim
Enables sending single and batch emails through the Resend API with support for…
B 70 55 80 62 24 81 93
7298
danny-avila
A reference implementation demonstrating proper MCP server patterns with HTTP t…
B 70 55 68 70 25 81 96
7299
ship24-official
ship24-tracking Claim 1
Track any parcel by tracking number — real-time status, event history, and carr…
B 70 55 72 100 N/A 29 83 48
7300
kirbah
YouTube Data Claim
YouTube MCP server for token-optimized, structured data using the YouTube Data …
B 70 66 96 75 0 88 67 99
Showing 7251–7300 of 33449 servers
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