MCP Server Quality Scores

Independent quality analysis of 64186 public MCP servers

64186
Discovered
30392
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61151
dasunmihiranga
An MCP server that automates code review by providing syntax checking, code exp…
61152
sjinks
wpscan-mcp Claim
Enables querying the WPScan API for WordPress plugin, theme, core vulnerabiliti…
61153
MrChartist
Tweet scoring using X's actual algorithm weights - 22 signals, 18 filters, 11 t…
N/A N/A
61154
jaewoongy
Exposes Alpaca paper trading as MCP tools for checking quotes, managing a watch…
61155
PROJECT-B-26
web-search Claim
Web search for AI agents — one tool across 6 engines, routed to the cheapest + …
61156
CoveoSec
xsiam-mcp Claim
Exposes the entire Palo Alto Cortex XSIAM REST API (129 operations across 26 ca…
61157
zaakirio
Bellows Claim
Manages a local fleet of llama.cpp GGUF models, enabling AI agents to discover,…
N/A N/A
61158
mateogon
Enables agents to search and download books from LibGen and Z-Library via MCP t…
N/A N/A
61159
erik-saltwell
dtrpg-mcp Claim
Enables searching your DriveThruRPG library and the public catalog for tabletop…
61160
explod1983
reaper-mcp Claim
Enables AI-assisted VST plugin tuning by connecting Claude CLI to Reaper, allow…
N/A N/A
61161
lacrif
Enables querying and modifying ArchiMate enterprise architecture models from XM…
N/A N/A
61162
Cafecitohq
cafecito Claim
Enables AI agents to coordinate on a shared repository using commutativity-prov…
N/A N/A
61163
h4rm00n
joplin-mcp Claim
Enables LLMs to interact with Joplin note-taking application through a comprehe…
N/A N/A
61164
pioneerjeff-labs
Local-first stdio MCP server for agent relationship-continuity state: PAD mood,…
N/A N/A
61165
AsmanovLev
android-mcp Claim
Enables AI agents to control Android devices via ADB, supporting gestures, inpu…
N/A N/A
61166
Willyfab
Public MCP server for a travel-eSIM marketplace: search, recommend and buy data…
61167
get-engram
Engram Claim
Persistent memory for AI agents. Stores verbatim conversation transcripts and m…
61168
tirthanzh
Provides tools to search and retrieve detailed information about airports and s…
61169
Psilolouben
Yazio MCP Claim
Enables querying Yazio food logs including meals, daily summaries, and nutritio…
61170
cyanheads
Offline methodology engine for authorized penetration testing, CTF, and securit…
61171
tedorigawa001
Enables AI to analyze and manipulate TradingView charts via Chrome DevTools Pro…
N/A N/A
61172
davekim917
This MCP server renders UI design artifacts headlessly, runs deterministic lint…
N/A N/A
61173
amahpour
Enables AI agents to interact with Arduino boards for compiling, uploading sket…
N/A N/A
61174
TheLZX
AI驱动的PaaS平台任务自动化MCP服务器,支持通过自然语言创建、查询、更新开发任务,自动管理认证和Token。
N/A N/A
61175
johnnyryan
Verity Claim
A multi-agent verification MCP server that uses cross-family LLM critics, NLI, …
N/A N/A
61176
matematicsolutions
MCP server for EU law via the EUR-Lex / Cellar SPARQL endpoint — legislation (E…
61177
Deslord319
Enables HarmonyOS device discovery, app build and deployment, UI automation, E2…
N/A N/A
61178
jarod-vyent
An MCP server for XRP Ledger identity features including DIDs, credentials, mul…
61179
BrettonB
canaryusers Claim 1
A flock of AI users tests your deployed app and reports where real people get s…
67
61180
cola-sk
Converts Figma designs into structured code context with token-aware styling, e…
61181
albertvalleeduval
brain-mcp Claim
Connects claude.ai to a private GitHub repo of markdown files as a personal sec…
61182
TadFuji
Kirok Claim
Provides persistent, searchable memory for AI agents, enabling them to retain, …
N/A N/A
61183
Neolithic
Remote MCP server for Amika: manage sandboxes and agent sessions from any MCP c…
61184
loongarch-pirun
spec-guard Claim
A deterministic MCP server that checks project code alignment with SPEC documen…
N/A N/A
61185
precis-finance
Précis-MCP Claim
Read-only MCP server for FP&A & management reporting — governed metrics, financ…
61186
emB99
TickTick MCP Claim
A remote MCP server that enables Claude to create and manage TickTick to-dos us…
61187
Codename-11
openclaw-mcp Claim
MCP server for Claude Code to interact with OpenClaw AI agents (Daemon, Soren, …
N/A N/A
61188
lichman0405
raspa-mcp Claim
Wraps the RASPA2 molecular simulation engine into MCP tools, enabling AI agents…
N/A N/A
61189
lapaduga
MCP server with a web interface for viewing and calling tools via REST API, ena…
61190
KamranBiglari
A Model Context Protocol server offering over 15 chart types with Zod schema va…
61191
Dithilli
Enables AI assistants to interact with FontLab for font design and manipulation…
N/A N/A
61192
wizardofweb125-lab
Enables full Linux desktop control including windows, mouse, keyboard, clipboar…
N/A N/A
61193
impact-boundary-labs
mcp-boundary Claim
Wraps your existing MCP servers and checks each tool call against policy and li…
N/A N/A
61194
mayflower
ContextMine Claim
Self-hosted documentation and code indexing with MCP integration.
N/A N/A
61195
zkaplan1103
mcp-verify Claim
A benchmarked hallucination detector that returns unsupported claims with detai…
N/A N/A
61196
AbhishekMore-1
Connects Antigravity to a LiteLLM instance, enabling chat completions, model li…
61197
hieutrtr
Automatically crawl and analyze legacy web applications to generate documentati…
N/A N/A
61198
shashankgupta0998
Provides developer tools for searching PyPI packages, fetching GitHub repositor…
N/A N/A
61199
mambalabsdev
Map a company domain to its social media URLs and follower counts via Apify.
N/A N/A
61200
andrelaptenok
A local Model Context Protocol server (stdio) for Redmine that allows you to wo…
N/A N/A
Showing 61151–61200 of 64186 servers