MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29585
Scored
2112
Verified
16952
Complete

Last updated 57 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47351
RichMarin19
Enables AI assistants to interact with GoHighLevel's CRM, marketing automation,…
47352
brianhuster
A Model Context Protocol server for Neovim that provides LSP-based symbol tools…
N/A N/A
47353
ed-lin12
Provides structured competitive intelligence profiles and listing capabilities …
N/A N/A
47354
bbb-build
Hire Orb-verified humans for real-world tasks with on-chain escrow on World Cha…
N/A N/A
47355
channel3-ai
Let your agent discovery any product on the internet. Earn commissions when you…
N/A N/A 95
47356
VCnoC
Enables multi-dimensional architecture review of technical solutions with web i…
N/A N/A
47357
Pipelex
Enables AI agents to build and execute Pipelex pipelines on-the-fly from natura…
47358
RajdeepDas43
Governed memory for AI agents: conflict-checked writes, time-travel reads, ACL,…
N/A N/A
47359
mal0ware
Orpheus Claim
An AI agent that analyzes and transforms music projects in REAPER, explaining w…
N/A N/A
47360
fastmcp-me
Enables reading and sending emails via IMAP and SMTP through the MCP protocol. …
47361
us-all
A read-only MCP server that exposes dbt project artifacts and data quality resu…
N/A N/A
47362
spacholski1225
Enables AI assistants to interact with Anki flashcard collections through the A…
N/A N/A
47363
bleep-team
Bleep Claim
Create Tasks and run Workflows in Bleep from Claude, ChatGPT, and other AI assi…
47364
rootsbymenda
Enables checking food additive safety, nutrition profiles, pesticide residues, …
47365
aaddrick
Exposes VSCode's Language Server Protocol features through MCP, enabling AI ass…
N/A N/A 95
47366
omelet-ai
Enables rapid exploration and integration of Omelet's Routing Engine and iNavi'…
47367
golts
KeepMySubs Claim
Manage your KeepMySubs subscriptions, spend, renewals, and bills from any MCP c…
47368
fuyouai
通过IMAP和SMTP协议实现邮箱读写操作,支持腾讯企业邮箱,可收发邮件、管理文件夹和搜索邮件。
N/A N/A
47369
bonesdefi
Tripwire Claim
Security gateway for MCP agents: blocks prompt-injection-driven tool calls befo…
N/A N/A
47370
elf004-star
Automatically generates borehole structure diagrams from well data, supporting …
N/A N/A
47371
found402
Gives your agent spending awareness it doesn't have natively. Tracks cumulative…
81
47372
avadev
Access Avalara AvaTax API for tax calculation, transactions, nexus management, …
47373
CodesWhat
Full Portkey Admin API MCP server — configs, prompts, keys, analytics, and more.
N/A N/A
47374
bperezpereira
mcp Claim
Chilean DTE/SII invoicing — issue invoices, reconcile payments and manage clien…
47375
whit3rabbit
SpecForged Claim
Create and evolve clear software specifications from requirements and design to…
N/A N/A 95
47376
FixtureForge
Schema-aware relational test data generator with working foreign keys, for any …
N/A N/A
47377
xiaobenyang-com
star Claim
查询星座的性格特征、守护星与元素等要点。获取每日运势,并根据生日快速确定你的星座。匹配两人星座看配对指数,计算并解读你的上升星座。
N/A N/A 95
47378
clauxel
Remote MCP for C2PA intake verifier MCP, structured receipts, audit logs, and r…
47379
gildara
mcp-server Claim
Operating contracts for AI agents. Structured instructions compiled into system…
N/A N/A
47380
dushyant30suthar
endiagram Claim
Deterministic structural analysis that gets your AI laser focused. 13 graph-the…
81
47381
bhuvanabala
VINdata Claim
VIN decoding and European vehicle data for automotive workflows.
47382
lazymac2x
Cloudflare Workers MCP server: citation-verifier
47383
tieubao
A Cloudflare Worker that wraps the Capacities API as a remote MCP server, enabl…
47384
coreyjwang
FinDataMCP Claim 1
An MCP server that enables Claude Desktop to access and analyze financial data …
N/A N/A 95
47385
shanshili
Enables batch conversion of PDF files to HTML format using Mineru's official PD…
81
47386
1genadam
PilotGentic Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
N/A N/A 95
47387
ebartan
Provide a scaffold for building MCP servers with ease. Accelerate development b…
N/A N/A 95
47388
jerry426
Bridges VSCode's Language Server Protocol with MCP to give AI assistants instan…
N/A N/A 95
47389
bch1212
queryshield Claim
Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.
N/A N/A
47390
niketanjain
Provides system diagnostic capabilities including CPU, memory, disk usage, top …
N/A N/A 95
47391
znz-systems
mcp-meet Claim 1
One-click Google Meet scheduling and Apple Calendar mirroring with smart availa…
N/A N/A 83
47392
TooLife
MCP server for iCost iOS app that enables smart expense tracking, category mana…
N/A N/A
47393
aisle
Search destination wedding venues and vendors worldwide with Aisle. 10 tools fo…
81
47394
dbwls99706
deadends.dev Claim
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
N/A N/A 95
47395
Aminetwiti
mcpgrowcrm Claim
N/A N/A 95
47396
vanmoose
Send transactional emails from AI agents via Truncus. Validate, track delivery,…
N/A N/A 83
47397
Andre-Buzeli
Git MCP Claim
Enables comprehensive Git and GitHub operations through 30 DevOps tools includi…
81
47398
vikunjamcp Claim 2
An MCP server that provides access to Vikunja, a self-hosted task management so…
N/A N/A 69
47399 N/A N/A 95
47400
motiveflowllc
AgentVault Claim
Discover, verify, and connect to AI agents with E2E encrypted messaging and tru…
N/A N/A 83
Showing 47351–47400 of 47403 servers