MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6701
vlad-ds
Maccy Clipboard MCP Claim 1
An MCP server that gives Claude and other AI assistants access to your Maccy cl…
B 71 54 79 56 N/A 20 95 94
6702
Myangsun
Memory Graph Claim
Remember user details and preferences across conversations. Organize facts into…
B 71 54 78 55 N/A 34 87 93
6703
dynamicendpoints
Extract content from Microsoft Learn and GitHub URLs and store it in PocketBase…
B 71 55 72 100 N/A 26 95 46
6704
BjornMelin
High-performance server enabling AI assistants to access web scraping, crawling…
B 71 55 64 73 36 81 94
6705
muness
Enables interaction with Xero accounting software to create and manage invoices…
B 71 55 94 38 47 81 88
6706
samihalawa
Enable seamless integration of MCP servers within your Next.js projects using t…
B 71 54 54 62 N/A 41 95 100
6707
brs077
Bridges Claude Code to CNCjs to enable remote control and monitoring of GRBL-ba…
B 71 54 66 62 N/A 30 95 96
6708
microsoft
markitdown Claim
MCP tool access to MarkItDown -- a library that converts many file formats (loc…
B 71 54 72 30 N/A 72 94 94
6709
vinodismyname
redshift-utils-mcp Claim
redshift-utils-mcp
B 71 55 88 33 63 81 90
6710
shashwatgtm
icp-intelligence-mcp Claim 1
Deep ICP Analysis with Pattern Detection - 9 B2B targeting tools
B 71 54 90 47 N/A 29 92 84
6711
krutikkkkkkkkk
shadcn MCP Server Claim
Enables AI assistants to discover, install, and generate code examples for shad…
B 71 55 78 52 39 81 100
6712
zhigang1992
mcpcute Claim
An MCP aggregator that consolidates multiple MCP servers behind a single interf…
B 71 55 78 58 27 81 100
6713
ravinahp
Enables users to validate the existence of email addresses through a simple Fas…
B 71 55 54 82 N/A 19 95 93
6714
dhinojosac
A comprehensive template for building MCP servers with TypeScript, Fastify, and…
B 71 55 72 66 29 81 100
6715
yanmxa
OCM MCP Server Claim
A gateway that enables Generative AI systems to interact with and manage multip…
B 71 54 70 68 N/A 23 95 89
6716
skr-cloudify
Repomix Claim
Package remote and local repositories into a compact bundle for rapid code comp…
B 71 54 48 71 N/A 50 95 90
6717
jerkovicl
A TypeScript template for building remote Model Context Protocol (MCP) servers …
B 71 55 72 58 40 81 100
6718
technophile-04
Enables chatting with PostgreSQL databases through secure GitHub OAuth authenti…
B 71 55 60 72 44 81 97
6719
gmacev
An MCP server that extends AI agents' context window by providing tools to stor…
B 71 55 63 71 44 81 92
6720
MikeO-AI
🔒 Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternat…
B 71 54 72 41 N/A 60 90 93
6721
Yarflam
Weather MCP Server Claim 1
A free Model Context Protocol server that retrieves global weather data and for…
B 71 55 80 68 22 81 88
6722
Shengwang-Community
A document-based MCP server that supports keyword searching and content retriev…
B 71 66 60 68 78 36 81 100
6723
cloakllm
Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and r…
B 71 54 72 33 N/A 74 90 92
6724
nahmanmate
PostgreSQL MCP Server Claim 1
Facilitates management and optimization of PostgreSQL databases, offering analy…
B 71 55 78 100 47 81 34
6725
AI-Hub-Admin
Converts various document formats to desired output formats, currently supporti…
B 71 66 90 46 82 24 81 90
6726
MissionSquad
An MCP server implementation that integrates the SearXNG API for powerful web s…
B 71 55 71 100 45 81 46
6727
ErebusEnigma
context-memory Claim
Persistent, searchable context storage across Claude Code sessions using SQLite…
B 71 54 76 27 N/A 73 92 90
6728
Nozomuts
Datadog MCP Server Claim
Enables interaction with Datadog's monitoring platform to search logs, search t…
B 71 55 60 71 43 81 96
6729
JDeun
Provide integrated search capabilities across Google Scholar, Google Web, and Y…
B 71 55 70 71 N/A 37 81 90
6730
ssv445
A Model Context Protocol server that enables image generation and retrieval fro…
B 71 55 71 100 N/A 31 95 41
6731
FRESHSK
MCP Outlook Server Claim
Enables AI agents to interact with Microsoft Outlook via the Microsoft Graph AP…
B 71 55 66 70 30 81 100
6732
ach968
Finnhub MCP Server Claim 2
An MCP server that provides access to financial market data via the Finnhub API…
B 71 55 69 72 27 82 93
6733
royerlab
napari-mcp Claim
🔬 MCP server for AI-powered napari control. Connect Claude, ChatGPT, Cursor, an…
B 71 54 70 35 N/A 76 84 97
6734
Dagudelot
Enables automatic weather information retrieval through a custom MCP server int…
B 71 55 78 61 23 81 100
6735
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
6736
GGoYoungHee
ai-mcp-server-test Claim
Kickstart your workflow with a ready-to-use starter that bundles everyday utili…
B 71 54 66 61 N/A 26 95 99
6737
r3xsean
bigread-mcp Claim
Calculates optimal chunk offsets for large files to bypass Claude Code's 50K ch…
B 71 54 66 52 N/A 50 92 95
6738
johnzfitch
pyghidra-lite Claim 1
Token-efficient Ghidra RE: decompile, xrefs, Swift/ObjC, ELF/Mach-O, async anal…
B 71 54 66 31 N/A 88 89 91
6739
nam090320251
Enables LLMs to automatically generate Excel files with custom structures, adva…
B 71 55 80 71 27 81 83
6740
CHIBOLAR
Enables seamless Jira integration through browser-based OAuth authentication, p…
B 71 55 72 66 26 81 99
6741
sragss
A real-time flight tracking interface for LLMs that connects AI assistants to l…
B 71 55 72 75 18 80 98
6742
kshern
mcp-tavily Claim 1
B 71 55 68 68 40 82 90
6743
joshuadanpeterson
An intelligent server that transforms local Dash documentation into a context-a…
B 71 55 94 74 N/A 33 95 38
6744
AbdurRaahimm
Enables execution of terminal commands, git operations, and automated setup of …
B 71 54 78 51 N/A 39 80 100
6745
amannm
DoorDash MCP Server Claim 1
Enables interaction with the DoorDash Drive API to create, manage, and track de…
B 71 55 92 95 24 81 41
6746
iishyfishyy
mermaid-live-mcp Claim
B 71 54 60 55 N/A 40 95 100
6747
WilcoKruijer
Bunq MCP Claim 1
A Model Context Protocol server for Bunq that enables interaction with the Bunq…
B 71 55 65 67 46 77 96
6748
scmcphub
cellrank-mcp Claim
Enables natural language interaction for scRNA-Seq analysis including preproces…
B 71 55 84 63 39 81 77
6749
liu10250510
File Search Server Claim
Enables intelligent file searching in local directories using natural language …
B 71 54 78 56 N/A 24 95 89
6750
efikuta
Transforms YouTube into a queryable knowledge source with search, video details…
B 71 55 84 63 25 81 91
Showing 6701–6750 of 30006 servers
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