MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27601
ZibZob3000-gh
Enables AI agents to create, read, and manipulate Excel workbooks without Micro…
81
27602
cgmzfy
mcp111 Claim
N/A N/A 95
27603
atimevil
Bridge AI assistants to 50+ Kali Linux security tools. Solve CTF challenges, pe…
N/A N/A 95
27604
fntyler
asdf Claim
N/A N/A 95
27605
dnuzzolillo
test Claim
N/A N/A 95
27606
codingstark-dev
Enables users to check domain name availability across 877 TLDs, generate intel…
81
27607
jimbursch
AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits…
N/A N/A 83
27608
ribbit-br
Provides tools to search, list, and retrieve Python Enhancement Proposals (PEPs…
27609
clawrag
clawrag Claim
N/A N/A 95
27610
Olostep MCP server for web scraping, google search and website urls search.
N/A N/A 81
27611
lirad
A Shopify-focused MCP server that enables AI agents to manage store operations …
81
27612
danyelangel
browserbase Claim
N/A N/A 95
27613
professor2025usa
neo Claim
N/A N/A 95
27614
tercumantanumut
seline Claim
Seline is a local-first AI desktop application that brings together conversatio…
N/A N/A 95
27615
luthfirizky777
mcp-test2 Claim
N/A N/A 95
27616
magi8101
MCPy Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
81
27617 N/A N/A 95
27618
Kallind
Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
27619
PierrunoYT
Enables high-quality image generation using Google's Imagen 4 Ultra model throu…
81
27620
Production-ready API server template integrating FastAPI with Model Context Pro…
N/A N/A
27621
nicktrujillo
Provide a flexible MCP server implementation that enables integration of LLMs w…
N/A N/A 95
27622
dynamicendpoints
Enable AI assistants to manage and interact with Microsoft Power BI resources s…
N/A N/A 95
27623
orhanveli
A TypeScript-based MCP server that generates API clients from OpenAPI specifica…
N/A N/A 95
27624
multicam
mcp-server Claim
N/A N/A 95
27625
human-survey Claim
Feedback collection for AI agents. Create surveys, collect responses, get resul…
N/A N/A
27626
octobrain Claim 1
Persistent memory for AI assistants with semantic search and knowledge graph re…
N/A N/A 81
27627
seanerama
Enables LLMs to query the Cisco Commerce Catalog API for product pricing, avail…
81
27628
The MCP Engine is a Power BI tool that lets AI assistants like Claude interact …
N/A N/A
27629
lazy-tool Claim
local-first MCP discovery runtime for agents — search before invoke, reduce pro…
N/A N/A
27630
MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered W…
N/A N/A
27631
getverdict-ai
Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare…
N/A N/A
27632
AI-powered crypto trading tools. Strategies, backtests, bots, and portfolio man…
27633 N/A N/A 95
27634
stefan-xyz
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
N/A N/A 95
27635
luthfirizky777
test Claim
N/A N/A 95
27636
rosibisdev
Detects semantic gaps between texts. Use when a conversation is failing, a ques…
27637
ppengit
Enables SQL Server database operations (queries, table management) and file sys…
81
27638
yuvalsuede
agent-media Claim
CLI and MCP server for AI video and image generation with unified access to 7 m…
81
27639
Book Metadata Claim 1
Search Google Books and Open Library for book metadata, covers, and publication…
N/A N/A 81
27640
payhumans
The human API for AI agents. When your agent hits a task it can't do — verify a…
81
27641
promptexecution
Outputs short-form Rust crate derived traits,interfaces, etc. from AST (uses sa…
N/A N/A 95
27642
seanshin0214
Enables ChatGPT Desktop to securely access and search local filesystem files th…
N/A N/A 95
27643
ezesc
Open-source MCP server for secure Proxmox node, VM, and LXC operations.
N/A N/A 95
27644
rog0x
perf Claim
Benchmark, memory, Big O analysis for AI agents
N/A N/A
27645 N/A N/A 95
27646
KeithWyatt
Repair or replace? Get device repair costs, local shops, trade-in values.
N/A N/A 95
27647
DidierRLopes
An MCP server that exposes the OpenBB widgets.json specification as structured,…
N/A N/A 95
27648
0xSensei
Pwno MCP Claim
Enables stateful binary analysis and pwn research through GDB/pwndbg debugging …
81
27649
rjadhavJT
Automates the creation of standardized documentation by extracting information …
81
27650
youill0317
A unified Model Context Protocol server that integrates multiple search provide…
N/A N/A 95
Showing 27601–27650 of 30006 servers
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