MCP Server Quality Scores

Independent quality analysis of 64210 public MCP servers

64210
Discovered
30393
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60201
nocall-corp
Enables access to Google Workspace services (Calendar, Gmail, Drive, Tasks) via…
60202
cloudtypej
MCP server providing calculator, user list, and statistics tools with Bearer To…
60203
shutovdef-dotcom
Connects Google Search Console to AI assistants, enabling SEO data analysis thr…
60204
mbufkin
Cloakbox Claim
Let LLMs analyze sensitive data safely by querying a tokenized, join-preserving…
N/A N/A
60205
LeviReisJs
openi Claim
Enables searching biomedical images (X-rays, CT/MRI, clinical photos, etc.) fro…
60206
enstw
A remote MCP connector that gives Claude.ai projects a persistent, cross-conver…
60207
UmoLab
memento Claim
Provides persistent memory for AI coding agents via MCP, enabling agents to sto…
N/A N/A
60208
Ramanand-tomar
Enables AI agents to create, edit, and export IEEE research papers as PDFs, wit…
60209
kakarsatoshi-bot
A minimal MCP server template that runs on Cloudflare Workers + TypeScript, ena…
60210
PedroUrday
Enables executing SQL queries against a MySQL database via MCP, returning resul…
60211
oleksandr-cprime
abraxas93 Claim
N/A N/A 95
60212
Silimate
Integrates the Mem0 Memory API with MCP-compatible clients to provide AI agents…
N/A N/A 95
60213
vikram-agentic
Enables automated LinkedIn lead generation and outreach through profile search,…
81
60214
esskay2016
Agentic KYC/AML compliance server with tools for sanctions screening, identity …
60215
fastmcp-me
mcp-grep Claim
A grep server implementation that exposes grep functionality through the Model …
N/A N/A
60216
emmahyde
Provides AI systems with structured thinking frameworks and reasoning tools to …
60217
yigitkonur
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
N/A N/A 95
60218
AStheTECH
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
60219
Bluesun-Networks
contacts-mcp Claim
Enables AI assistants to manage contacts with full CRUD, dedup, merge, import/e…
N/A N/A
60220
itsribbZ
Bionics Claim
MCP server for controlling Unreal Engine 5 with 199 tools across 37 categories,…
N/A N/A
60221
meghavarshinikuamreshan
Real-time stock market data for Claude Desktop and any MCP-compatible client, p…
60222
solidSpoon
anki-mcp Claim
Enables intelligent Anki vocabulary management with automatic TTS audio generat…
N/A N/A
60223
tristandistretti
Exposes Jira API calls as tools for use with AI models like Claude, enabling pr…
N/A N/A
60224
borod108
Gives Claude Code full control over tmux sessions, windows, and panes, with an …
N/A N/A
60225
Somnath-Chattaraj
A starter template with ready-to-use tools for job searching (analyze descripti…
60226
nickp27
Slim MCP server for Webull Australia, enabling US stock and ETF market data and…
60227
pipeworx-io
Geographic coordinate math MCP server providing great-circle distance, destinat…
60228
pipeworx-io
mcp-vat Claim
Validates VAT number formats for EU, UK, Switzerland, and Norway.
60229
pipeworx-io
mcp-isbn Claim
Validates and converts ISBN-10 and ISBN-13 numbers offline, checking check digi…
60230
Jason-CKY
Demonstrates a FastMCP server with Bearer token authentication via Nginx and fi…
60231
davidahirshberg
ama-mcp Claim 1
An MCP server that coordinates multiple Claude Code sessions through kitty term…
N/A N/A 95
60232
boisvertmath
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
N/A N/A 95
60233
tangivis
twikit-mcp Claim
An MCP server for interacting with Twitter/X using browser cookies without an A…
60234
ptamb3
MCP server to interact with the Shortcut project management API, providing 73 t…
N/A N/A
60235
ucsdsu
Enables AI assistants to create, manage, and discover family gift registries. U…
N/A N/A
60236
DataEval
dingo Claim 1
MCP server for the Dingo: a comprehensive data quality evaluation tool. Server …
N/A N/A 95
60237
annibale-x
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A 95
60238
studiopig
mcp-toolkit Claim
A plug-and-play MCP toolkit providing AI agents with web search (Chinese source…
N/A N/A
60239
ScrapeGraphAI
ScrapeGraph Claim
Extract structured data and clean content from websites. Convert pages to reada…
N/A N/A 95
60240
769344359
Fetches web content and returns it in HTML, JSON, plain text, or Markdown forma…
60241
PabloTheThinker
Enables AI agents to manage secrets and credentials from a secure vault via MCP…
60242
StuMason
M365 MCP Claim
MCP server for Microsoft 365 via the Microsoft Graph API, providing read-only a…
N/A N/A
60243
thetaroot
Apple MCP Claim
Enables AI agents to access iCloud Calendar, Reminders, and Mail with configura…
60244
agentscore-xyz
AgentScore Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
N/A N/A 95
60245
QFDev1
Deploy a remote MCP server on Cloudflare Workers without authentication, suppor…
60246
Dithilli
Tracks mistakes and solutions from past Claude sessions to avoid repeating fail…
N/A N/A
60247
Domt301
Provides weather information and time utilities for AI assistants, enabling the…
N/A N/A
60248
bcornish1797
A full-featured long-term memory system for Claude Code that persistently store…
N/A N/A
60249
datobena
gdb-mcp Claim
MCP server that wraps gdb to enable LLMs to drive live debugging sessions, incl…
N/A N/A
60250
ava-hip
media-mcp Claim
Enables users to manage Sonarr and Radarr instances through natural language, a…
N/A N/A
Showing 60201–60250 of 64210 servers