MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3101
cdpath
MDict MCP Server Claim
A server that provides access to MDict dictionaries through the Model Context P…
B 77 54 68 62 N/A 62 94 100
3102
hanweg
mcp-pdf-tools Claim 1
mcp using PyPDF2 to: • merge-pdfs • extract-pages • search-pdfs • merge-pdf…
B 77 54 86 55 N/A 45 95 98
3103
jdesl55
A local-first security system for autonomous AI agents that provides tools for …
B 77 54 78 67 N/A 53 92 90
3104
JordanCoin
Provides a coherent memory layer for LLM agents that models beliefs as nodes in…
B 77 54 90 63 N/A 30 94 93
3105
xoniks
Enables creating interactive data visualizations from natural language queries …
B 77 55 90 60 43 82 99
3106
entire-vc
evc-spark-mcp Claim 1
Search and discover AI agents, skills, prompts, bundles and MCP connectors from…
B 77 55 72 100 54 81 71
3107
jhl8041
Dooray MCP Server Claim 1
Enables integration with Dooray project management platform, allowing users to …
B 77 55 78 72 49 80 100
3108
ucesys
Provides a standardized way to interact with MinIO object storage, allowing acc…
B 77 55 92 68 39 81 94
3109
Antipas
mcp-4o-Image-Generator
B 77 55 94 68 38 81 93
3110
nataliapc
mcp-openmsx Claim
This MCP provides comprehensive tools and resources for MSX software developmen…
B 77 55 96 58 55 81 85
3111
Soumya7681
Enables interaction with SQLite, MySQL, PostgreSQL, and SQL Server databases th…
B 77 55 100 65 33 76 95
3112
jdickey1
IMAP Email MCP Server Claim 1
Enables AI assistants to read, search, compose, and send emails by connecting t…
B 77 55 94 62 40 78 100
3113
modernvibecoding
starter-mcp-server Claim
A foundational MCP server scaffold that provides pre-configured tools, resource…
B 77 55 90 100 N/A 30 95 50
3114
skydeckai
Provides access to personal/team knowledge repositories with tools to search, r…
B 77 55 92 68 37 81 94
3115
Enreign
Freshdesk MCP Server Claim 1
Enables interaction with Freshdesk API v2 to manage support tickets, contacts, …
B 77 55 96 68 55 80 76
3116
SeanMcLoughlin
mcp-vcd Claim 1
Provide all changes of the specified signal name to the model's context. This i…
B 77 54 90 56 N/A 52 89 92
3117
TaylorChen
Multi-MCPs Claim 1
Aggregates multiple third-party APIs into unified MCP tools, providing out-of-t…
B 77 55 90 65 41 82 96
3118
hyzhak
Ollama MCP Server Claim
A bridge that integrates Ollama's local LLM capabilities into MCP-powered appli…
B 77 54 78 61 N/A 54 90 98
3119
Bedolla
EnriWeb Claim 1
An MCP server that provides web search and URL fetching capabilities by delegat…
B 77 55 85 68 56 80 90
3120
remit-md
Enables AI agents to perform financial transactions such as direct payments, es…
B 77 55 90 62 51 82 94
3121
AudienseCo
audiense-insights Claim
Audiense Insights MCP Server is a server based on the Model Context Protocol (M…
B 77 55 60 100 44 86 88
3122
zhendi
test-1 Claim
test-1
B 77 55 90 66 47 80 95
3123
nwiizo
tfmcp Claim
🦀 🏠 - A Terraform MCP server allowing AI assistants to manage and operate Terra…
B 77 54 94 28 N/A 78 87 100
3124
twolven
Provides comprehensive stock screening capabilities through Yahoo Finance. Enab…
B 77 54 90 65 N/A 42 90 90
3125
u1pns
Provides comprehensive SQLite database interaction for AI agents, including dat…
B 77 55 88 100 N/A 38 95 48
3126
brendandebeasi
Zappy MCP Claim
Enables sending, reading, and deleting WhatsApp messages through Claude Desktop…
B 77 54 66 72 N/A 52 95 100
3127
AyrtonFelipe
Groq MCP Server Claim
An intelligent server that connects applications to Groq's AI models, enabling …
B 77 54 78 75 N/A 39 95 86
3128
joephaser
Provides privacy-focused web search capabilities with zero-data-retention for M…
B 77 55 78 72 48 80 100
3129
smith-nathanh
Oracle MCP Server Claim
Execute SQL queries, browse schemas, and analyze Oracle Database performance th…
B 77 55 92 63 45 81 94
3130
seonglae
MCP Server Claim 1
This TypeScript-based MCP server allows users to manage a simple notes system t…
B 77 54 94 55 29 92 100
3131
cocaxcode
Scan, export, and import your AI ecosystem. Discover MCP servers, skills, and m…
B 77 54 84 72 N/A 37 92 91
3132
wn01011
llm-token-tracker Claim 1
Token usage tracker for OpenAI and Claude APIs with MCP support, real-time sess…
B 77 54 84 56 N/A 58 92 93
3133
morinokami
astro-mcp Claim
MCP server to support Astro project development
B 77 54 74 56 N/A 74 86 100 AS
3134
tanevanwifferen
UseScraper MCP Server Claim 2
A TypeScript-based MCP server utilizing the UseScraper API to provide web scrap…
B 77 55 96 68 37 82 91
3135
Infisical
Infisical MCP Server Claim 1
A Model Context Protocol server that enables interaction with Infisical APIs fo…
B 77 55 71 70 66 81 99
3136
markswendsen-code
mcp-wingstop Claim 1
Enables users to interact with Wingstop by finding nearby locations, browsing t…
B 77 54 90 62 N/A 30 90 100
3137
destinyfrancis
Converts YouTube and Bilibili videos into structured knowledge articles using l…
B 77 54 90 61 N/A 32 95 92
3138
ahmaddioxide
image-resolver Claim 1
MCP server for context-aware royalty-free image search from Pexels and Unsplash
B 77 55 67 100 N/A 60 83 71
3139
wshobson
maverick-mcp Claim
MaverickMCP - Personal Stock Analysis MCP Server
B 77 55 86 61 N/A 73 81 82
3140
arekhalpern
MCP-LOGO-GEN Claim
MCP Tool Server for Logo Generation. This server provides logo generation capab…
B 77 54 78 63 N/A 48 95 94
3141
andreax79
otp-mcp-server Claim
The server provides secure OTP (One-Time Password) generation. Supports TOTP (T…
B 77 55 78 66 54 82 99
3142
qso-graph
lotw-mcp Claim
ARRL Logbook of The World MCP server. QSO query, QSL status, DXCC credit tracki…
B 77 55 70 82 N/A 38 95 92
3143
Alexander-Herranz
Provide standardized access to comprehensive cryptocurrency market data, exchan…
B 77 55 74 82 N/A 53 81 90
3144
nfishel48
Conduit Claim
A bridge that exposes any GraphQL API as tools consumable by Large Language Mod…
B 77 55 90 68 46 81 91
3145
ktanaka101
mcp-server-duckdb Claim
DuckDB database integration with schema inspection and query capabilities
B 77 54 96 30 N/A 69 90 100
3146
firsthalfhero
Enables AI assistants to interact with OpenProject installations for comprehens…
B 77 55 96 73 18 80 99
3147
tech-sushant
calculator-mcp Claim 1
A simple Model Context Protocol calculator server
B 77 54 78 71 N/A 31 94 100
3148
captaindatatech
A middleware API that connects AI assistants like ChatGPT to Captain Data tools…
B 77 55 78 72 57 82 91
3149
pskill9
hn-server Claim 2
📇 ☁️ Parses the HTML content from news.ycombinator.com (Hacker News) and provid…
B 77 54 80 63 N/A 41 94 100
3150
Platano78
Faulkner DB Claim 1
A temporal knowledge graph system that enables users to record and query archit…
B 77 55 90 56 74 76 89
Showing 3101–3150 of 30006 servers
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