MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54601
trypeggy
Enables searching and analyzing Facebook's public ads library to see what compa…
— ○ ⏳ — — — — 81 —
54602
aderik
Enables interaction with JIRA through the MCP interface, allowing users to mana…
— ○ ⏳ — — — — — —
54603
lars-dreier
A Model Context Protocol server that exposes DuckDuckGo web and image search to…
— ○ ⏳ — — — — — —
54604
WenNinghan
MCP server for generating and editing images using EFLOWCODE's Responses API. S…
— ○ ⏳ — N/A N/A — — —
54605
hmertkaramann
Drive Autodesk Revit, AutoCAD & Civil 3D from Claude over MCP — 190+ real actio…
— ○ ⏳ — N/A N/A — — —
54606
you922
Enables AI-powered multi-account Telegram management with over 123 tools for me…
— ○ ⏳ — — — — — —
54607
seniorcat
memoh-mcp Claim
MCP server for managing Memoh AI agents from Claude Code, Cursor, or any MCP-co…
— ○ ⏳ — — — — — —
54608
justfortytwo
A semantic-memory MCP server that stores text 'memories' with provenance and en…
— ○ ⏳ — N/A N/A — — —
54609
AlexLin1234
Enables searching and exploring millions of items from the Smithsonian Institut…
— ○ ⏳ — — — — — —
54610
edsonsousa
MCP server for Legalis, a Brazilian legal document AI that enables attorneys to…
— ○ ⏳ — N/A N/A — — —
54611
manu-mishra
MCP server for multi-provider AI image generation (AWS Bedrock, OpenAI, Google …
— ○ ⏳ — — — — — —
54612
mcpflow
This is a Model Context Protocol (MCP) server that provides tools for interacti…
— ○ ⏳ — N/A N/A — — —
54613
Deepractice
RoleX Claim
Provides AI agents with persistent identity, social organization, and experienc…
— ○ ⏳ — N/A N/A — — —
54614
EnragedAntelope
The MCP server that drafts ComfyUI workflows a human can actually read. It lets…
— ○ ⏳ — N/A N/A — — —
54615
tqmvt
Manages user data with resources, tools, and prompts for CRUD operations on a J…
— ○ ⏳ — N/A N/A — — —
54616
magna-nz
MCP server for interactive .NET / ASP.NET Core debugging via netcoredbg. 27 too…
— ○ ⏳ — N/A N/A — — —
54617
aimentiontracker
How often ChatGPT, Claude, Gemini and Perplexity name and cite your brand, with…
— ○ ⏳ — — — — — —
54618
balladic
Balladic Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
— ○ ⏳ — — — — 81 —
54619
LogicRoomX
Real-time crypto spread, funding rates, and cash & carry yields across Binance …
— ○ ⏳ — — — — 81 —
54620
PantelisGeorgiadis
MCP server exposing a DICOMweb DICOM archive to AI assistants via QIDO-RS and W…
— ○ ⏳ — N/A N/A — — —
54621
enrichlayer
Provides 25 tools to enrich company, person, contact, school, and job data via …
— ○ ⏳ — — — — — —
54622
codly.fun
test Claim
— ○ ⏳ — N/A N/A — 95 —
54623
asm-hangang
MCP server for indexing source code from repositories into a Neo4j graph databa…
— ○ ⏳ — — — — — —
54624
visily-app
Visily MCP Claim
Brings Visily designs into AI coding agents, enabling design-to-code generation…
— ○ ⏳ — — — — — —
54625
PDF Kit Claim 1
AI-powered PDF tools: fill forms, merge, extract data, and split PDFs
— ○ — N/A N/A — 81 —
54626
wyre-technology
action1-mcp Claim
An MCP server for Action1, a cloud-native RMM platform, enabling remote monitor…
— ○ ⏳ — — — — — —
54627
fieldcure
Korean public data API gateway for discovering and calling data.go.kr APIs from…
— ○ ⏳ — N/A N/A — — —
54628
fastmcp-me
Connects AI agents and MCP clients to Keboola, enabling storage queries, SQL tr…
— ○ ⏳ — — — — — —
54629
Auxin-io
miami-friend Claim
— ○ ⏳ — N/A N/A — 95 —
54630
enbock
Enables web search using the Brave Search API, with configurable query and resu…
— ○ ⏳ — — — — — —
54631
remoas
Generate professional App Store screenshots by matching any top app's style.
— ○ ⏳ — N/A N/A — 83 —
54632
PenTest-duck
Grep.app Search Claim 1
MCP server for https://grep.app
— ○ ⏳ — N/A N/A — 95 —
54633
omniologynow
AI-powered business intelligence MCP server. 7 tools for competitive analysis, …
— ○ ⏳ — N/A N/A — 95 —
54634
Nikoble1926
ERC-8004 agent trust scores via x402: free preview + paid USDC-on-Base signed s…
— ○ ⏳ — N/A N/A — — —
54635
NimbleBrainInc
Sends emails using AWS Simple Email Service (SES) with support for HTML/plain t…
— ○ ⏳ — — — — — —
54636
kage-core
kage Claim
Verified memory for coding agents: claims cited against code, stale withheld, s…
— ○ ⏳ — N/A N/A — — —
54637
zero-8848
Provide AI assistants with comprehensive PostgreSQL database management capabil…
— ○ ⏳ — N/A N/A — 95 —
54638
troulin-a11y
Search 184,900 swim spots, conditions, water activities, providers and guides w…
— ○ ⏳ — — — — — —
54639
ionos-cloud
Inspect and manage IONOS CLOUD infrastructure via MCP.
— ○ ⏳ — — — — 81 —
54640
vvXranjan
A production-quality MCP server that exposes the official eCFR API as structure…
— ○ ⏳ — — — — — —
54641
curlysasha
StarLine MCP Claim
MCP server for controlling StarLine car alarms via AI agents like Claude, provi…
— ○ ⏳ — — — — — —
54642
FYTJ
An MCP server that exposes LLDB debugging capabilities, enabling AI-assisted in…
— ○ ⏳ — N/A N/A — — —
54643
Obra-Studio
Enables AI assistants to read, create, and modify Figma designs, synchronize de…
— ○ ⏳ — — — — — —
54644
thekingoffamily
An MCP server for managing tasks in Cursor IDE, enabling AI agents to create, u…
— ○ ⏳ — — — — — —
54645
gszecsenyi
SchemaVault Claim
MCP server for storing and retrieving database schema information for LLMs. Ena…
— ○ ⏳ — N/A N/A — — —
54646
ecestnrkl
Exposes tools to ingest FigJam boards, retrieve context summaries, and answer f…
— ○ ⏳ — — — — — —
54647
matteuccimarco
Enables Claude to fetch web content in SLIM format, reducing tokens by ~90% for…
— ○ ⏳ — N/A N/A — — —
54648
duelist2021jp
Provides Ubuntu system information (CPU, memory, disk, network, services, proce…
— ○ ⏳ — N/A N/A — — —
54649
EodHistoricalData
Enables interaction with EOD Historical Data APIs, providing access to 75 read-…
— ○ ⏳ — — — — — —
54650
mrrodriguez
Optimizes token costs by intelligently delegating low-complexity tasks to local…
— ○ ⏳ — N/A N/A — — —
Showing 54601–54650 of 69153 servers