MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29503
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
29651
nic01asFr
Enables Claude to interact with collaborative Docs instances, providing documen…
29652
app-sre
A lean MCP server that provides LLM agents with transparent access to multiple …
29653
courtio
Search and retrieve US federal court cases, dockets, claims, and documents via …
N/A N/A
29654
iflow-mcp
Enables AI assistants to create and manipulate Microsoft Office documents (Powe…
N/A N/A
29655
ZeroTrueLCC
Enables detection of AI-generated content in text, images, video, and audio via…
29656
stemado
MCP server for browser automation with anti-detection. Scout pages, find elemen…
N/A N/A
29657
asachs01
MCP server for USDA nutrition data lookup, meal logging, and daily macro tracki…
N/A N/A
29658
agenciabakucl-coder
UsageWall Claim
Live LLM pricing as an MCP server. Ask Claude or any MCP client 'how much does …
29659
dan94k
Utilitários para desenvolvedores brasileiros — CPF, CNPJ, CEP, telefone, moeda,…
N/A N/A
29660
janmacher02-xl8y
Czech VAT compliance tools. Check unreliable VAT payers (nespolehlivý plátce DP…
81
29661
tubone24
Enables AI-driven MIDI composition with chord name support, interactive piano-r…
29662
Stealth-Labs-LTD
Provides access to 27 UK government data sources and services, enabling queries…
29663
yansircc
mcp-wp Claim
A full control with your WP site
N/A N/A 95
29664
pmankar-netchex
Provides read-only access to Salesforce orgs via MCP, enabling SOQL queries, sO…
29665
geraservicesuk
GeraSkills MCP — search and install robot capability packs on behalf of an oper…
N/A N/A 83
29666
enmanuelmag
heimdall-mcp Claim
Transparent proxy for any MCP server that intercepts all JSON-RPC messages, mea…
29667
Sundeepg98
Provides 95 tools to connect AI assistants to LinkedIn, Email, Calendar, WhatsA…
29668
cyanheads
Fetch US Bureau of Labor Statistics data — CPI, unemployment, wages, JOLTS, and…
29669
jmiedzinski
Enables Claude to explore and analyze remote Git repositories, providing struct…
29670
musharna
Search and fetch research datasets across Zenodo, DataCite (Dryad/Figshare/Data…
N/A N/A
29671
nera0875
ssh-mcp Claim
N/A N/A 95
29672
nandeshkanagaraju
An intelligent database gateway that provides secure database access via MCP pr…
N/A N/A
29673
isdaniel
mcp-gsuite Claim
MCP server to interact with Google Gmail and Calendar APIs. Supports multiple a…
N/A N/A
29674
pawanpanpan
server_ Claim
N/A N/A 95
29675
oskar
peek-mcp Claim
N/A N/A 95
29676
CSOAI-ORG
url-ai-mcp Claim
Provides URL parsing and analysis tools, including component parsing, determini…
29677
Zazzles2908
Provides unified development tools including code analysis, debugging, refactor…
81
29678
AccountantInc
A Model Context Protocol server for KikoBooks enterprise bookkeeping software t…
29679
codestra
sevdesk-mcp Claim
Integrates with the sevdesk German accounting API, providing 76 tools for full …
29680
pelletfi
Pellet Claim
Token intelligence on Base. Market data, safety flags, and analysis via x402.
N/A N/A 75
29681
thehesiod
An MCP server that gives Claude (or any MCP-compatible LLM) read-only access to…
N/A N/A
29682
thepiruthvirajan
Enables programmatic control of AutoCAD through COM automation, allowing natura…
N/A N/A
29683
pawanthanay
StocksMCP Claim
AI-powered stock research MCP server with real-time data, CRUD operations, and …
N/A N/A
29684
Flux-Point-Studios
Enables AI assistants to control Unreal Engine through a native C++ Automation …
N/A N/A
29685
sandraschi
cursor-mcp Claim
A FastMCP server for Cursor platform APIs enabling spend guardrails, cloud agen…
29686
Sindhura30
Collects page performance metrics using Playwright, CDP, and Lighthouse, and re…
N/A N/A
29687
mcpassistant
Manages the lifecycle of MCP services with health monitoring, auto-restart capa…
N/A N/A 95
29688
ThePianistDirector
HumanOps Claim 1
MCP server for AI agents to dispatch real-world tasks to verified human operato…
N/A N/A 83
29689
roamzy-io
mcp-server Claim
Buy and manage a global eSIM through chat. One eSIM for 192 countries, per-MB b…
29690
aicastle-school
Stock Price Claim
Fetch current stock quotes by ticker symbol across global markets. Integrate up…
N/A N/A 95
29691
sandraschi
AI-driven USB oscilloscope control via FastMCP, enabling waveform capture, CSV …
N/A N/A
29692 N/A N/A 95
29693
3viky
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
81
29694
social4hyq
MCP server for HarmonyOS/OpenHarmony ArkWeb that enables browser automation usi…
N/A N/A
29695
Jott2121
agent-gate Claim
An MCP server that enforces fail-closed deterministic checks, independent refut…
N/A N/A
29696
karimodm
angr-mcp Claim
Exposes angr binary-analysis capabilities (symbolic execution, taint analysis, …
N/A N/A
29697
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
29698
choumai1994
choumai Claim
N/A N/A 95
29699
NeetPatel
devops-mcp Claim 1
An MCP server that provides DevOps and DevSecOps context for the project
N/A N/A 95
29700
jnilrac
Paid MCP web research for agents: search, extraction, citations, and x402 payme…
Showing 29651–29700 of 45235 servers
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