MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36251
kvrancic
The server enables Claude Code to rent, drive, and terminate Prime Intellect GP…
N/A N/A
36252
kkrizka
Enables searching for movies and TV shows and retrieving streaming availability…
81
36253
anujmv
Enables searching and retrieving documents from a local folder to ground LLM an…
N/A N/A
36254
favcrm
FavCRM Claim
Agentic CRM for service businesses — bookings, customers, WhatsApp, loyalty, in…
36255
Christopher-AS
riv-mcp Claim
Riv MCP server — a thin shell over the Riv authorization API (authorize, get_ac…
N/A N/A
36256
hightemp
mdurl Claim
Converts URL content to Markdown, providing two tools: one for extracting main …
36257
keides2
MCP server for FutureVuls vulnerability management service, enabling AI assista…
N/A N/A
36258
zajalist
Hayba Claim
An MCP server enabling AI agents to author Unreal Engine 5 scenes directly, wit…
N/A N/A
36259
V1xel
mixamo-mcp Claim
Enables Claude Code to automate Mixamo: browse/search animations, upload custom…
N/A N/A
36260
localgov-jp
mcp-server Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
36261
lxg2it
MCPico Claim
MCP proxy that bundles flat tool lists into hierarchical subcommand groups to r…
36262
vpsdotorg
vps-mcp Claim
Enables AI assistants to manage VPS servers, domains, DNS records, and SSH keys…
36263
joshmsimpson
Enables reading, writing, and removing metadata from over 150 file formats usin…
N/A N/A
36264 N/A N/A 95
36265
Volpestyle
swarm-mcp Claim
MCP server that lets multiple coding-agent sessions on the same machine discove…
N/A N/A
36266
YasogaN
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
N/A N/A
36267
darknoon
MCP Debugger Claim
Provides debugging capabilities for Python, C, C++, Rust, Swift, and more throu…
N/A N/A
36268
MCP-Mirror
Provides detailed character analysis for text, counting total characters, chara…
N/A N/A 95
36269
lmdrew96
MCP server for ChaosLimba — provides read-only access to the Romanian language …
N/A N/A
36270
jsamuel1
An MCP server for programmatically editing Jupyter notebooks, offering 29 tools…
N/A N/A
36271
hedging8563
Read-only MCP server that exposes public TokenLab model catalog tools for agent…
36272
m1bsvonmibenstein
An MCP server that lets an AI assistant run commands and transfer files over SS…
N/A N/A
36273
afialho
Provides a comprehensive set of developer utilities including UUID generation, …
N/A N/A
36274
gpavan1992
Real-world intelligence MCP — macroeconomics, climate, disasters, trade & aviat…
N/A N/A
36275
rideRTD
Provides tools and slash commands to onboard developers and manage DevOps workf…
N/A N/A 95
36276
FileToPDF
FileToPDF Claim
Convert files, HTML, and Markdown to PDF via the FileToPDF API. Bring your own …
36277
Yusen-Hu
Enables AI clients like Claude Desktop to search your local Obsidian vault note…
N/A N/A
36278
oli799
An MCP server that provides Lucide icons as SVG, allowing clients to list, sear…
N/A N/A
36279
JinNing6
tiangong-mcp Claim
An MCP server for the TianGong platform, enabling users to forge, share, and cu…
36280
Headdao
MCP (Model Context Protocol) Server for the SlideMaster Public API. This server…
36281
ag1357
An MCP server for managing persistent AI memory using hybrid search (keyword + …
N/A N/A
36282
GuilhermeTavares13
Enables interactive chat with AI models via Anthropic API, supporting document …
N/A N/A
36283
punch-t
adpanel-core Claim
Open-source MCP server that routes tool calls to AdPanel's production gateway f…
36284
intbjw
MCP server for querying the FOFA API, enabling network asset search and account…
36285
TG-Techie
Sends native macOS push notifications via a single MCP tool, using osascript fo…
N/A N/A
36286
j0hanz
superfetch Claim
Intelligent web content fetcher MCP server that converts HTML to clean, AI-read…
N/A N/A 95
36287
fuahyo
MCP server for automating web scraper maintenance via browser inspection, selec…
N/A N/A
36288
SeanOnamade
An MCP server that turns your Notion task list into an AI-optimized daily sched…
36289
agentic-ai-forge
MCP server for OCR.space API to extract text from images and PDFs, with tools f…
36290
firstexhotic
AI Applyd Claim
ATS resume scoring, interview prep, resume optimization, and job analysis. 10 t…
81
36291
Aravindargutus
Enables users to validate MCP servers, skills, extensions, and packages for sch…
N/A N/A
36292
ndigrazia
Dynamically exposes over 100 Jira Software Cloud REST API operations as fully t…
36293
lingeerr
symath Claim
High-precision mathematics server for MCP clients, providing exact integer arit…
N/A N/A
36294
quack2025
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
N/A N/A 95
36295
sumithr
sumo-qa Claim
An MCP server that brings senior-QA discipline to AI coding assistants, enablin…
N/A N/A
36296
Common-ka
Enables MCP-compatible clients like Codex to delegate tasks to the Antigravity …
N/A N/A
36297
dropdat
@dropdat/mcp Claim
Enables AI clients to search, retrieve, and save capsules in the user's dropdat…
36298
iamseyhmus7
Analyzes software projects to extract architecture, build dependency graphs, an…
N/A N/A
36299
billingserv
mcp Claim
BillingServ MCP server for customers, invoices, orders, packages, licenses, and…
N/A N/A
36300
UniverseCitiz3n
Translates raw OMA-URI/CSP path strings into structured, human-readable Intune …
N/A N/A
Showing 36251–36300 of 66549 servers
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