MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31793
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63051
friedice5467
Automates mobile game dailies on BlueStacks via ADB using a dual-LLM architectu…
N/A N/A
63052
proj-airi
airi-android Claim
A MCP server that enables LLMs to control Android devices via ADB, supporting i…
63053
CSOAI-ORG
Credential Manager - MCP server providing AI-powered tools and automation by ME…
N/A N/A
63054
RubenGlez
devicecloud Claim
Triage failing DeviceCloud Maestro test runs: fail reasons, screenshots, flaky-…
N/A N/A
63055
MananCoder29
Enables comprehensive search and browsing of Berlin city services. Also support…
63056
yclenove
Enables safe querying and optional writing to MySQL databases via MCP tools, wi…
63057
Johnserf-Seed
SportteryAPI Claim
Cloudflare Worker REST API + local MCP server for China Sports Lottery football…
63058
matt.ferrante
alkemi-mcp Claim
Integrate your Alkemi Data, connected to Snowflake, Google BigQuery, DataBricks…
N/A N/A 95
63059
xiaobenyang-com
An Airbnb search desktop extension that offers advanced filtering features and …
N/A N/A 95
63060
famousdrew
A Model Context Protocol server that enables AI assistants like Claude to inter…
63061
naticity1-build
Multi-tenant MCP server connecting Claude to Priority ERP via OData. Supports r…
63062
mcp-tool-shop-org
Tool Compass Claim
Semantic navigator for MCP tools that finds relevant tools by natural language …
63063
alexrobl
Enables reading and analysis of vector spatial data through Claude Desktop, sup…
N/A N/A
63064
sanjibani
MCP server for interacting with Realm MinistryPlatform data, enabling queries, …
63065
NeelContractor
A beginner-friendly MCP server that provides basic arithmetic operations like a…
63066
Gargii-dev
Analyzes Amazon products with comprehensive insights including pricing, feature…
63067
princeofscale
A free, open-source MCP server that lets Claude, Cursor, Codex, or Gemini opera…
N/A N/A
63068
AdamWalt
Enables AI assistants to access Oura Ring health data including sleep, readines…
63069
ZZtopBR
Enables Claude to generate images on demand using the FLUX.1-schnell model, sup…
N/A N/A
63070
wengbin21
Enables AI agents to interact with the freee accounting API, offering tools for…
63071
laszlopere
mcp-abacus Claim
Type-faithful calculator: evaluate expressions under fixed-point, IEEE-754 doub…
N/A N/A
63072
akrym1582
A read-only MCP server that exposes SQL database access to LLMs, supporting mul…
63073
bartolli
kmd Claim
MCP server for structured markdown knowledge vaults that provides validation, F…
N/A N/A
63074
OliveriGuido
A Model Context Protocol server that lets LLM clients answer business questions…
81
63075
RaziStuff
code-search Claim
Semantic + lexical code search as an MCP server. Agents query in natural langua…
N/A N/A
63076
takaakisuzuki
A remote MCP server that lets you analyze HTTP request logs and WAF/Firewall ev…
63077
nikos.workflow
demo-002 Claim
N/A N/A 95
63078
thsmale
Interact with USASPENDING.gov to track government spending over time, search by…
63079
bilal07karadeniz
Grafyx Claim
Enables AI coding assistants to understand codebase architecture in real time b…
N/A N/A
63080
gujung9139
sebit-mcp Claim
N/A N/A 95
63081
cmsappian123-bit
Enables interaction with Appian applications through the Model Context Protocol…
63082
mathematic-inc
Earl Claim
Enables AI agents to safely interact with external services (HTTP, GraphQL, gRP…
63083
net9876
Enables AI agents to query an approved Terraform module registry and generate c…
N/A N/A
63084
icohangar-ops
AI-powered codebase health analysis — detects dead code, circular dependencies,…
N/A N/A
63085
YuChenXin-ZJU
Connects your Zotero research library with AI assistants (Claude, ChatGPT, etc.…
N/A N/A
63086
carterlasalle
A lightweight MCP tool for directory tree visualization in Cursor, with smart f…
N/A N/A
63087
jpnqs
Exposes a CAP bookshop service via MCP, enabling AI agents to query books, auth…
N/A N/A
63088
proxybasehq
Give AI Agents Residential SOCKS5 Passports to Bypass Bot Defenses.
63089
Nihility-Protoss
frida-mcp Claim
Frida MCP server enables AI models to perform dynamic analysis on mobile and de…
63090
di-omics
plr-mcp Claim
A Model Context Protocol server for PyLabRobot that exposes liquid handler, pla…
N/A N/A
63091
RemseyMailjard
A demo MCP server for training purposes, providing mocked tools for exchange ra…
N/A N/A
63092
gerardjlynn
gnomon Claim
Manages a vault of articles and talk pages using an article/talk split pattern,…
N/A N/A
63093
cykj40
A Model Context Protocol (MCP) server that connects Claude to your personal Dex…
N/A N/A
63094
NickoScope
Reads .knxproj files, analyzes group addresses/DPTs/topology, generates Home As…
N/A N/A
63095
shubhtoy
An MCP server that reads public GitHub Projects v2 boards (including item-level…
63096
ntwkrgr
bear-mcp Claim
Enables Claude to interact with Bear notes (via better-bear-cli) for listing, s…
N/A N/A
63097
amalikn
MCP server for the Obsidian CLI with controlled profiles for governed read-only…
N/A N/A 95
63098
naab007
BlenderMCP Claim
Connects Blender to AI assistants like Claude for prompt-assisted 3D modeling, …
N/A N/A
63099
jch1887
Enables running and inspecting Artillery load tests from MCP-compatible clients…
N/A N/A
63100
sarvea45
MCP server that exposes a university course catalog to LLMs, enabling course se…
Showing 63051–63100 of 66447 servers