MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27601
atimevil
Bridge AI assistants to 50+ Kali Linux security tools. Solve CTF challenges, pe…
N/A N/A 95
27602
fntyler
asdf Claim
N/A N/A 95
27603
dnuzzolillo
test Claim
N/A N/A 95
27604
codingstark-dev
Enables users to check domain name availability across 877 TLDs, generate intel…
81
27605
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
N/A N/A 83
27606
ribbit-br
Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
27607
clawrag
clawrag Claim
N/A N/A 95
27608
Olostep MCP server for web scraping, google search and website urls search.
N/A N/A 81
27609
lirad
A Shopify-focused MCP server that enables AI agents to manage store operations …
81
27610
danyelangel
browserbase Claim
N/A N/A 95
27611
professor2025usa
neo Claim
N/A N/A 95
27612
tercumantanumut
seline Claim
Seline is a local-first AI desktop application that brings together conversatio…
N/A N/A 95
27613
luthfirizky777
mcp-test2 Claim
N/A N/A 95
27614
magi8101
MCPy Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
81
27615 N/A N/A 95
27616
Kallind
Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
27617
PierrunoYT
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
81
27618
Production-ready API server template integrating FastAPI with Model Context Pro…
N/A N/A
27619
nicktrujillo
Provide a flexible MCP server implementation that enables integration of LLMs w…
N/A N/A 95
27620
dynamicendpoints
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
N/A N/A 95
27621
orhanveli
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
N/A N/A 95
27622
multicam
mcp-server Claim
N/A N/A 95
27623
human-survey Claim
Feedback collection for AI agents. Create surveys, collect responses, get resul…
N/A N/A
27624
octobrain Claim 1
Persistent memory for AI assistants with semantic search and knowledge graph re…
N/A N/A 81
27625
seanerama
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
81
27626
The MCP Engine is a Power BI tool that lets AI assistants like Claude interact …
N/A N/A
27627
lazy-tool Claim
local-first MCP discovery runtime for agents — search before invoke, reduce pro…
N/A N/A
27628
MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered W…
N/A N/A
27629
getverdict-ai
Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare…
N/A N/A
27630
AI-powered crypto trading tools. Strategies, backtests, bots, and portfolio man…
27631 N/A N/A 95
27632
stefan-xyz
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
N/A N/A 95
27633
luthfirizky777
test Claim
N/A N/A 95
27634
rosibisdev
Detects semantic gaps between texts. Use when a conversation is failing, a ques…
27635
ppengit
Enables SQL Server database operations (queries, table management) and file sys…
81
27636
yuvalsuede
agent-media Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
81
27637
Book Metadata Claim 1
Search Google Books and Open Library for book metadata, covers, and publication…
N/A N/A 81
27638
payhumans
The human API for AI agents. When your agent hits a task it can't do — verify a…
81
27639
promptexecution
Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…
N/A N/A 95
27640
seanshin0214
Enables ChatGPT Desktop to securely access and search local filesystem files th…
N/A N/A 95
27641
ezesc
Open-source MCP server for secure Proxmox node, VM, and LXC operations.
N/A N/A 95
27642
rog0x
perf Claim
Benchmark, memory, Big O analysis for AI agents
N/A N/A
27643 N/A N/A 95
27644
KeithWyatt
Repair or replace? Get device repair costs, local shops, trade-in values.
N/A N/A 95
27645
DidierRLopes
An MCP server that exposes the OpenBB widgets.json specification as structured,…
N/A N/A 95
27646
0xSensei
Pwno MCP Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
81
27647
rjadhavJT
Automates the creation of standardized documentation by extracting information …
81
27648
youill0317
A unified Model Context Protocol server that integrates multiple search provide…
N/A N/A 95
27649
queenamara
Bridge is a hosted MCP server that connects AI models to business tools like Cl…
81
27650
xcvdrew8
adad11 Claim
N/A N/A 95
Showing 27601–27650 of 30006 servers
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