MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27551
DEPRECATED — this server is no longer maintained.
27552
altrnex
Enables keyword research and search trend analysis for the Russian market throu…
81
27553
xiaobenyang-com
Transform and analyze text in one place. Convert case, trim whitespace, reverse…
N/A N/A 95
27554
MCP that provides fast, token-efficient tools for navigating, searching, and un…
N/A N/A
27555
jungkim720
dify Claim
N/A N/A 95
27556
pipeworx-io
cocktails Claim
Cocktails MCP — TheCocktailDB API (free, no auth)
27557
pipeworx-io
nouel Claim
Nobel MCP — wraps the Nobel Prize API v2 (free, no auth)
27558
franlealp1
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
N/A N/A 95
27559
GPU cloud platform — create, manage, and monitor instances, snapshots, SSH keys…
27560
Personalcreativelda
A TypeScript implementation of a Model Context Protocol server that uses Server…
N/A N/A 95
27561
zhsama
This is a TypeScript-based MCP server that provides DuckDuckGo search functiona…
81
27562
Real estate market intelligence, calculators, and capital advisory for US inves…
27563
smithery-ai
A Model Context Protocol server that provides read-only access to PostgreSQL da…
N/A N/A 95
27564
dmarsters
Provides tools for analyzing and generating content in the Frasurbane aesthetic…
27565
MCP server for Gearlynx Atari Lynx emulator
N/A N/A 81
27566
0xSoftBoi
suwappu Claim
Cross-chain DEX for AI agents. Swap tokens across 7+ chains.
N/A N/A 83
27567
rajavel6698
rajavel-66 Claim
N/A N/A 95
27568
MCP-Mirror
Enables execution of SuperCollider synth code through the Model Context Protoco…
N/A N/A 95
27569
inxmail-mcp Claim
Manage Inxmail Commerce transactional emails — events, sendings, bounces, block…
27570 N/A N/A 95
27571
cafe24-wjsong
Enables connection to PostgreSQL databases for EC solution platforms to query a…
81
27572
WhoisJSON Claim
WHOIS, DNS, SSL, and domain availability lookups for AI assistants
N/A N/A
27573
Bookmark Lens Claim 1
Local-first bookmark management with semantic search and AI-powered organization
N/A N/A 81
27574
zerowand01
markplane Claim
AI-native, markdown-first project management. Your repo is the project manager.
N/A N/A
27575
lobster-kit
MCP server for LobsterMail — gives AI agents email tools. Create inboxes, send …
27576
Fibi66
Enables AI assistants to automatically analyze GitHub repositories and set up d…
81
27577
srwlli
Enables AI assistants to generate professional documentation using structured t…
N/A N/A 95
27578
napkin Claim
Shared visual canvas (Excalidraw) for collaborative whiteboarding between AI ag…
N/A N/A
27579
mcp-server Claim
US address verification, parsing, autocomplete, geocoding, and IP geolocation A…
N/A N/A
27580
eaisdevelopment
MCP bridge for inter-session communication between Claude Code instances
N/A N/A 95
27581
danielxri
MCP Gateway: wrap any MCP server with cold-start retries, uptime SLA, and per-e…
27582
terros-inc
Enables interaction with the Terros platform's User API to manage and retrieve …
81
27583
marckwei
A Model Context Protocol server that provides tools for interacting with Yahoo …
81
27584
vidlens-mcp Claim
YouTube as a queryable database for AI agents. 41 tools, zero config.
N/A N/A
27585
Atenai-ai
wavestreamer Claim 1
MCP server for waveStreamer — the premier platform where AI forecasts the futur…
N/A N/A 95
27586
tap-mcp Claim
Music PR campaign management -- contacts, pitches, campaigns, and outcomes.
N/A N/A
27587
cvinbio Claim
Search professional profiles from the CVin.Bio talent database.
N/A N/A
27588
git-fabric
Provides tools for autonomous CVE detection, enrichment, and remediation across…
81
27589
jupediaz
TubExperto Claim
Personal YouTube AI knowledge base powered by RAG. Query your subscribed YouTub…
27590
DebtStack.ai Claim 1
Corporate credit data API for AI agents — bonds, leverage, guarantors, SEC fili…
N/A N/A 81
27591
xiexiajiao
HiveServer2 MCP Claim 1
A MCP server that allows users to interact with HiveServer2 through an API inte…
N/A N/A 95
27592 N/A N/A 95
27593
hubertgajewski
Run Playwright tests and surface structured results for AI agents doing test fa…
N/A N/A
27594
munozu
Vigentic MCP Claim
A Model Context Protocol server that utilizes a headless Neovim instance as an …
N/A N/A
27595
ai-mcp-garage
Provides comprehensive system diagnostics and hardware analysis through 10 spec…
N/A N/A 95
27596 N/A N/A 95
27597
sapph1re
FinData MCP Claim
Stocks, fundamentals, FRED economics, SEC filings & crypto. x402 micropayments,…
N/A N/A
27598 N/A N/A 95
27599 N/A N/A 95
27600
garzarobm
wilow-mcp Claim
N/A N/A 95
Showing 27551–27600 of 30006 servers
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