MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36551
OSU-NLP-Group
ChemMCP Claim
ChemMCP is an easy-to-use and extensible chemistry toolkit for LLMs and AI assi…
36552
lucaspsantana
Custom MCP server integrating ClickUp tasks and docs/wikis via REST API with Pe…
36553 N/A N/A 95
36554
jbertus
openart-mcp Claim
Automates OpenArt.ai character and video workflows using Playwright, exposing t…
N/A N/A
36555
yvesnormandin
Enables Claude Desktop to search the CanLII Canadian legal database and retriev…
N/A N/A
36556
alexkess
MCP server for Publer social media management API, enabling AI assistants to sc…
36557
OnePowerUser88
MCP server for developing and maintaining pyRevit extensions with static analys…
N/A N/A
36558
fanghaoling
Multi-model adversarial design review MCP server that distributes design docume…
N/A N/A
36559
Zzzzzkk98
safe-oas2mcp Claim
Turns OpenAPI specs into MCP tools with secure defaults, risk inspection, confi…
36560
YogiboKorea
A Node.js MCP server example with user management, task management, and calcula…
36561
Maroco0109
MCP server that aggregates department notices and provides structured answers t…
36562
0x1f320
Bridges unnecessary React re-render data from the browser to coding agents, ena…
N/A N/A
36563
egyptianego17
An MCP server that enables AI assistants to send emails via SMTP, supporting si…
36564
YehudRaanan
A local Ollama-backed MCP server that gives coding assistants a portable photo-…
N/A N/A
36565
disasm-dev
Enables AI assistants to generate DataDome and Incapsula clearance tokens witho…
36566
souhailmerroun-recyclebin
mcp-browser Claim
Exposes Playwright browser automation as MCP tools, enabling AI assistants to c…
N/A N/A
36567
mclarkson
Manages blood pressure readings (create, read, update, delete) via an MCP serve…
36568
bestpractical
Connects AI assistants to a Request Tracker (RT) instance, enabling natural lan…
36569
gustavolira
Shared team memory for AI coding agents with Bayesian confidence scoring and te…
N/A N/A
36570
geraldo96
finwatch-mcp Claim
Enables natural language portfolio monitoring, risk analysis, and compliance ch…
N/A N/A
36571
Noche-Creativa
Enables to interact with Zoho Campaigns API v1.1, supporting OAuth2 authenticat…
36572
gulshatik
A memory management MCP server that stores and retrieves key-value data with na…
N/A N/A
36573
SourireConcept
An enterprise-grade MCP server providing integrated system prompts and context …
81
36574
aspectrr
An MCP server that enables AI-powered video editing with iMovie on macOS.
N/A N/A
36575
ywatanabe1989
A local CrossRef database MCP server enabling full-text search across 167M+ sch…
36576 N/A N/A 95
36577
Savirinc
unfragile Claim
The match graph for AI. Search 100K+ capabilities across 13K+ AI artifacts.
N/A N/A
36578
lemahq
lema Claim
Your coding agent can read the code. It can't read the argument behind it. lema…
36579
harholinsky
Manilo Claim
Log, query, and edit expenses, budgets, and accounts in Manilo from any MCP-com…
36580
XxYouDeaDPunKxX
This MCP server gives ChatGPT controlled access to your Windows PC, enabling it…
N/A N/A
36581
dacmail
MCP server to interact with the Cuéntica accounting API, allowing users to mana…
36582
SoftwareTree
ORMCP Server Claim
ORMCP Server is a database-agnostic MCP server that exposes relational database…
36583
msicilia
Enables interaction with REDCap instances for managing research data, projects,…
36584
yzanbo
MCP server to control Arc Browser on macOS via AppleScript, enabling tab, windo…
N/A N/A
36585
astro-tools
Astrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane …
N/A N/A
36586
Goryalera
Exposes Yandex DataLens operations as tools for Claude, enabling API health che…
36587
BlackHoleDEX
Model Context Protocol server for the Blackhole DEX on Avalanche, providing 32 …
36588
jessalva7
Enables AI assistants to search for real-time flights between airports using th…
N/A N/A
36589
kolonialno
oda-mcp Claim
Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms …
81
36590
nicholas-chow-t986665
An MCP server for automatically generating Cypress page objects from frontend c…
N/A N/A
36591
ngoctranfire
Lets any MCP-compatible AI client interact with Discord — send messages, manage…
36592
forgefx
forgebot-mcp Claim
forgebot info server
N/A N/A 95
36593
haymon-ai
database Claim
Database MCP server for MySQL, MariaDB, PostgreSQL & SQLite
N/A N/A 95
36594
Balakonda-reddy
Local MCP server that scans code for security issues (secrets, dependencies, co…
N/A N/A 95
36595
xiaoxu123195
ace-mcp-go Claim
Go-based MCP server for codebase indexing and semantic search (Augment-compatib…
N/A N/A
36596
LKbaba
Integrates Google Gemini 3.1 with Claude Code to provide web search, large code…
N/A N/A
36597
Sub-lime-time
obsidian-mcp Claim
A Python MCP server for accessing and managing Obsidian vaults, providing tools…
N/A N/A
36598
PhoenixChenLu
Enables MCP-capable agents to securely manage a local Zotero library through a …
N/A N/A
36599
dtrain473
Connects Claude to Strava data for natural language queries about rides, stats,…
36600
bioanywhere
Enables AI applications to interact with the Base Network and Coinbase API for …
81
Showing 36551–36600 of 66549 servers
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