MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 15 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6051
Octember
Provide comprehensive flight and accommodation search capabilities using the Du…
B 72 54 88 66 N/A 27 90 73
6052
aadarshvelu
Derive MCP Server Claim
Provides market data from Derive.xyz, allowing users to query currencies, instr…
B 72 55 78 100 31 81 51
6053
nik-sharky
An MCP server that enables web search capabilities by integrating with a SearXN…
B 72 54 73 61 N/A 28 92 95
6054
mrphrazer
A headless Ghidra server that enables AI agents to perform deep reverse-enginee…
B 72 55 96 31 51 81 98
6055
konashevich
Enables interaction with Google Drive files and Google Sheets through search, r…
B 72 55 78 62 39 81 91
6056
MiguelAlvRed
Store Scraper MCP Claim 1
Enables querying and retrieving data from App Store and Google Play Store, incl…
B 72 55 84 100 35 81 41
6057
guangxiangdebizi
XLSX Reader MCP Claim 1
A Model Context Protocol server that enables reading and analyzing Excel docume…
B 72 55 81 100 33 81 46
6058
srigi
MCP server for searching images with Google
B 72 55 57 73 58 81 90
6059
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
B 72 54 75 33 N/A 76 95 88
6060
khandrew1
Usher MCP Claim
Enables users to search and view detailed movie information from TMDB, includin…
B 72 55 74 62 35 80 100
6061
jonico
Enables interaction with Harry Potter API and GitHub Octodex API to retrieve ch…
B 72 55 78 63 34 78 100
6062
ssdavidai
Enables AI agents to store and retrieve memories with user-specific context usi…
B 72 55 78 71 24 81 91
6063
OnePieceLwc
Logo MCP Claim
Intelligently extracts and analyzes website logos from multiple sources (favico…
B 72 55 84 62 29 82 90
6064
smhnkmr
A server that provides real-time cryptocurrency data through the Model Context …
B 72 55 72 62 37 81 100
6065
NellyW8
A comprehensive Model Context Protocol server that connects AI assistants to El…
B 72 54 96 31 N/A 29 95 96
6066
Algiras
skillz Claim 1
Self-extending MCP server - build and execute custom AI tools at runtime
B 72 54 66 56 N/A 78 82 82
6067
MichaelYangjson
A TypeScript-based server that converts static images into animated videos with…
B 72 55 78 65 40 78 92
6068
mypracticaltools
reddit-mcp-server Claim
Reddit MCP Server via Apify
B 72 55 72 100 N/A 55 83 40
6069
SilasReinagel
Slack Notify MCP Claim 1
MCP server for posting messages to Slack channels via webhooks or bot API. Supp…
B 72 55 63 72 42 81 97
6070
newerton
Status Invest MCP Server
B 72 55 66 57 69 82 87
6071
dragonjump
With this you can you can easily manage and query your list of knowledge base(w…
B 72 54 72 68 N/A 36 89 88
6072
bitnovo
MCP Bitnovo Pay Claim
Enables AI agents to create cryptocurrency payments, check payment status, gene…
B 72 55 78 46 71 81 87
6073
nakamurau1
TTS-MCP Claim 1
A Model Context Protocol server that integrates high-quality text-to-speech cap…
B 72 55 63 68 57 81 93
6074
asklokesh
Zoho Crm Claim 3
MCP server for Zoho CRM API integration
B 72 55 75 91 N/A 62 83 39
6075
thetom42
Perplexica MCP Server Claim 1
A Model Context Protocol server that acts as a proxy to provide LLM access to P…
B 72 55 65 58 72 82 87
6076
MagnusJohansson
siglent-sds-mcp Claim 1
An MCP server that enables AI assistants to control Siglent SDS oscilloscopes o…
B 72 55 53 100 N/A 57 95 50
6077
leftspin
Connects to Xcode's build system to extract, parse, and display errors and warn…
B 72 54 96 30 N/A 37 87 99
6078
paragdesai1
Implements a Model Context Protocol integration between Cursor AI and Figma, al…
B 72 55 78 56 40 81 98
6079
ckanthony
openapi-mcp Claim
OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API wit…
B 72 55 100 43 44 77 87
6080
intellieffect
odoo-mcp Claim 1
An MCP server that connects AI assistants to Odoo ERP instances via the built-i…
B 72 55 69 66 50 81 91
6081
trkbt10
A Model Context Protocol (MCP) server that provides TypeScript development tool…
B 72 54 84 55 N/A 24 95 90
6082
betancur
Keynote-MCP Claim 1
A Model Context Protocol server that enables AI assistants to control Keynote p…
B 72 54 75 53 N/A 41 95 92
6083
GongRzhe
Enables LLMs to perform travel-related tasks by interacting with Google Maps an…
B 72 55 84 100 42 82 37
6084
GhoshSrinjoy
Enables access to Overleaf LaTeX projects through Git integration, allowing use…
B 72 55 78 58 47 81 90
6085
cmeans
clipboard-mcp Claim
MCP server that reads and writes the system clipboard — tables, text, code, JSO…
B 72 54 82 33 N/A 69 92 84
6086
Gouliath1
Enables AI clients to track investment portfolios by retrieving positions, calc…
B 72 55 86 58 21 83 100
6087
manfye
Provides seamless access to Malaysia's official government data catalogue, enab…
B 72 54 72 56 N/A 42 90 97
6088
sdairs
claudekeep Claim 1
ClaudeKeep lets you save & share chats from Claude using an MCP inside Claude D…
B 72 54 78 63 N/A 41 95 71
6089
mazah81-gif
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
B 72 54 60 70 N/A 28 95 100
6090
kenjisekino
Enables Claude Desktop to search and query personal document collections (PDF, …
B 72 55 78 55 40 80 100
6091
Parado-xy
Enables AI agents to perform semantic code search across entire codebases using…
B 72 54 78 50 N/A 24 95 100
6092
moro3k
mcp-altegio Claim 2
MCP server for Altegio API — appointments, clients, services, staff schedules f…
B 72 55 69 62 68 83 79
6093
mukul975
mcp-windows-server Claim
Enables AI assistants to control Windows systems through natural language comma…
B 72 54 94 28 N/A 58 95 78
6094
laris-co
Oracle MCP Claim 2
Enables semantic search and knowledge management for storing and querying princ…
B 72 55 78 100 N/A 27 87 47
6095
tanob
A Model Context Protocol server that provides desktop automation capabilities u…
B 72 54 51 56 N/A 66 95 97
6096
stefanoamorelli
sec-edgar-mcp Claim
A SEC EDGAR MCP (Model Context Protocol) Server
B 72 54 68 32 N/A 81 96 92
6097
alpermdr
A production-ready MCP server that enables Claude to interact with local codeba…
B 72 54 96 31 N/A 40 88 99
6098
mjyoo2
OverleafMCP Claim
Model Context Protocol (MCP) server that lets AI assistants read Overleaf proje…
B 72 55 78 62 N/A 30 81 100
6099
stevenvo
Slack MCP Server Claim 1
Enables AI assistants to read messages, threads, channel info, user profiles, s…
B 72 55 78 65 50 64 100
6100
vaur94
mcp-gitpro Claim 1
A context-efficient GitHub MCP server designed for AI agents to manage reposito…
B 72 55 72 71 91 82 46
Showing 6051–6100 of 67197 servers
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