MCP Server Quality Scores

Independent quality analysis of 64126 public MCP servers

64126
Discovered
30355
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63651
AIWerk
Bitwarden/Vaultwarden for agents: list tagged items, TOTP codes, one-time Sends…
N/A N/A
63652
yoojoohans-jpg
demo Claim
N/A N/A 95
63653
howardpen9
MCP server that wraps the Grok CLI to enable code review, adversarial testing, …
63654
pipeworx-io
MCP server for NASA POWER climate data, offering a climatology tool to retrieve…
63655
event4u-app
Universal AI Agent OS — governed skills, rules, and commands for AI coding assi…
63656
haramrit09k
Handles log file management and analysis with tools to list, read, search, filt…
N/A N/A
63657
PhillyUrbs
mcparr Claim
A self-hosted MCP gateway that lets AI assistants drive your media services lik…
63658
llm-network-control
mcp-server Claim
MCP server with tools for managing routers, enabling network control through na…
63659
joaomj
A deep web search MCP server using LinkUp API that provides a deep_search tool …
63660
AndyLiner13
A lightweight MCP server that provides 40 tools for TypeScript/JavaScript refac…
N/A N/A 95
63661
zhu1090093659
deepseek-pp Claim
为 DeepSeek 网页版注入类原生工具调用、MCP/Shell 工具、长期记忆、Skill、Agent式持续执行和定时自动化任务
N/A N/A
63662
Saml1211
Bridges AI assistants with Rubberduck VBA to enable code analysis, module manag…
N/A N/A
63663
ggui-ai
ggui Claim
Enables AI agents to generate and serve ephemeral, interactive user interfaces …
N/A N/A
63664
artisan-at-work
An MCP server for European invoicing rules. Query VAT rates, e-invoicing requir…
63665
ggemba
squad-mcp Claim
Exposes the squad-dev workflow as deterministic MCP tools, enabling task classi…
N/A N/A
63666
SimonTarara62
Unofficial community MCP for the Capital.com Open API. Guarded two-phase trades…
N/A N/A
63667
x746b
Multi-tier memory forensics MCP server combining a fast Rust engine with Volati…
N/A N/A
63668
grandmaster451
Konnect Claim
Bridges AI agents to a real browser using a persistent daemon and Chrome extens…
N/A N/A
63669
Vaishnavi-jagan
A standalone MCP server that exposes API endpoints as tools for AI assistants, …
N/A N/A
63670
sandriaas
Analyze Google Search Console performance with rich dimensions, advanced filter…
N/A N/A 95
63671
apodi
Enables AI assistants to browse, read, compare, and validate OpenAPI contracts …
N/A N/A
63672
zekus
A Model Context Protocol server that enables interaction with Shortcut (formerl…
81
63673
Beldangi-fax-Machine
Enables generating, rigging, animating, and converting 3D models via Tripo AI A…
N/A N/A
63674
sea9401
Provides access to philosophy texts including scholarly papers from PhilPapers/…
63675
bigguybobby
Enables Claude Desktop and MCP clients to interact with NEAR blockchain account…
N/A N/A
63676
davinoishi
A unified MCP server that combines screenshot capture with HTTP/SSE gateway for…
63677
shrishailrana-maker
Enables secure SVN version control operations via MCP, including status, diff, …
N/A N/A
63678
OrangeproAI
Analyzes code to map behaviors, identify untested gaps, and generate grounded i…
N/A N/A
63679
sujalsamkaria0066
Enables natural language querying of SQL databases with robust safety guarantee…
63680
yniks
blinkit-mcp Claim
An API-only MCP server for Blinkit that enables automated shopping on the India…
63681
gscalzo
A Model Context Protocol server that enables querying Stack Overflow for progra…
63682
aws-samples
Automates the AWS Foundational Technical Review (FTR) partner self-assessment b…
63683
danusiojr
MCP server that enables video analysis capabilities to Claude, including frame …
N/A N/A
63684
khuyentran1401
Provides SQLite database analytics operations through MCP, enabling AI assistan…
N/A N/A
63685
andy8663
yuque Claim
Enables reading Yuque documents, listing knowledge base docs, and converting so…
63686
officechbusinessservices-creator
A personal code snippet library for Claude, enabling saving, searching, and man…
N/A N/A
63687
SemyonSinchenko
A server implementation of MCP for Apache Spark that provides query plans and c…
N/A N/A
63688
lobster-kit
lobsterdb Claim
Enables provisioning and managing PostgreSQL databases, running SQL queries, an…
N/A N/A
63689
Sushank05
mcp-doorman Claim
A drop-in proxy that guards MCP servers with policy enforcement, secret redacti…
N/A N/A
63690
Raja-genai
Raja SQL MCP Claim
An MCP server for interacting with SQLite databases, enabling SQL query executi…
N/A N/A
63691
xgr-network
An MCP server providing AI-native access to XGR blockchain data, enabling queri…
63692
Uhalf-y
MCP-123 Claim
A lightweight implementation that provides the simplest way to set up an MCP se…
N/A N/A 95
63693
MCP-Mirror
Connects Claude to Anki flashcard software via AnkiConnect, enabling users to r…
N/A N/A 95
63694
OnenOnlyLabs
KakaoBoard Claim
Multi-AI orchestration MCP server enabling multiple AI models to be added as fr…
63695
mrzadexinho
scanline Claim
Security scanning MCP server. Semgrep integration, SARIF parsing, baseline diff…
N/A N/A
63696
othos-io
Othos MCP Claim
MCP server for the Othos platform that enables AI agents to manage organization…
63697
soapboxbuild
nectar-mcp Claim
MCP server for the Nectar Climate utility data API, providing tools to access u…
63698
thebtf
Unified MCP control plane for AI pull request reviews on GitHub.
N/A N/A
63699
ahmad-zurih
A collection of Model Context Protocol implementations ranging from a minimal h…
N/A N/A
63700
kaannsaydamm
Provides a single MCP endpoint for AI clients to operate NetSuite via a dedicat…
N/A N/A
Showing 63651–63700 of 64126 servers