MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33651
openhoat
aik-mcp Claim
Enables AI agents to discover, read, search, and install Markdown-based knowled…
N/A N/A
33652
meimakes
Enables AI assistants to access your Oura Ring health data through OAuth2-authe…
33653
Jovillios
HistoryMCP Claim
Provides AI assistants access to browser history from SQLite databases, enablin…
N/A N/A
33654
Weavy-AI
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
33655
nishantmodak
An MCP server that enables AI agents to pause and request human approval or inf…
33656
ThornGuard Claim 1
Remote MCP security gateway for auth, redaction, policy enforcement, and audit …
N/A N/A 81
33657
AndreaBarghigiani
Capture and organize private career evidence as career memories.
33658
rioriost
Enables an edit-verify-commit workflow inside Zed with a local MCP server and p…
N/A N/A
33659
Sys0xdbg
Lets AI clients read and control Discord through a BetterDiscord plugin, enabli…
N/A N/A
33660
binacshera-ui
Professional MCP Server with AST-powered code intelligence, high-performance se…
N/A N/A
33661
creamzcsgo-hash
Deploy a remote MCP server on Cloudflare Workers without authentication. Enable…
33662
yshpyluk
Integrates TestRail with Claude Code to enable AI-assisted test management work…
N/A N/A
33663
bernieweb3
taste-mcp Claim
MCP server that indexes and serves design skills, guides, and patterns from the…
33664
lukleh
Enables interaction with SonarCloud projects, issues, quality gates, and securi…
33665
Manish-Kumar148
Provides real-time and historical weather data for any city worldwide, includin…
N/A N/A
33666
tianyilt
qzcli Claim
Enables managing OpenI platform resources (login, query nodes, submit jobs, vie…
33667
Tungtom2004
Connects Claude Desktop to Google Drive to access and analyze IELTS study mater…
33668
raiffhigor
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
81
33669
pipeworx-io
Enables searching and querying City of Albuquerque open geospatial datasets (pa…
33670
WW-AI-Lab
Converts PDF, Word, and Excel documents to Markdown with image extraction and h…
33671
arman1o1
A Model Context Protocol (MCP) server that exposes tools for exploring and quer…
N/A N/A
33672
wilderfield
plaid-mcp Claim
A persistent MCP server that securely manages Plaid bank connections, allowing …
33673
MrNewDelhi
Enables interaction with Mailosaur email and SMS testing services, allowing mes…
33674
MorganFisher2007
Noemic Fabs Claim
Custom manufacturing for AI agents: parametric CAD in chat, DFM checks, USD quo…
33675
Dream-AI-4444
Hanzo MCP Claim
Enables access to Hanzo APIs and Platform capabilities via MCP, along with deve…
N/A N/A
33676
kev489
Enables Claude Code to delegate web research and image generation to ChatGPT vi…
N/A N/A
33677
sakshi-rumsan
MCP Quadrant Claim
Enables document storage and semantic search with geospatial filtering using Qd…
N/A N/A
33678
opendata-collective
Model Context Protocol server for real-time US climate risk and home insurance …
33679
TalBenAmii
Enables Claude Code to benchmark llm-d from plain English, providing 35 tools a…
N/A N/A
33680
glachana
Exposes Microsoft BCQuality repository (Business Central development best pract…
N/A N/A
33681
rreben
Provides Claude with structured access to a Zettelkasten note system, enabling …
N/A N/A
33682
forgemeshlabs
Blockchain event sequence anomaly detection MCP server using NASA-derived seque…
33683
andrewgl504
accelo-mcp Claim
MCP server exposing Accelo quote tools (list, get, create, update) with per-use…
33684
geo2004
Connects OpenAI Codex Desktop to QGIS Desktop for natural language GIS operatio…
N/A N/A
33685
pipeworx-io
Enables searching and querying Pierce County Open Data datasets via Socrata API…
33686 N/A N/A 95
33687
GT-dinuo
Server ops MCP: logs, monitoring, code edit, Nginx & certs. Local + SSH, confir…
N/A N/A
33688
ilia-sokolov
MCP server that lets agents edit real Microsoft Word (.docx) documents - tracke…
33689
sachitha7
An MCP server for Dolibarr ERP/CRM that lets Claude or any MCP-compatible clien…
33690
vornicx
Local-first, source-traceable memory for AI agents — no LLM at ingest, $0 per m…
N/A N/A
33691
mikhashev
Law7 MCP Claim
Provides AI assistants with up-to-date legal documents from official sources, e…
N/A N/A
33692
decentralized-usd
Enables management of USDD protocol vaults, PSM swaps, savings, and token trans…
33693
soureiBR
A remote MCP server for Google Tag Manager that enables AI assistants to manage…
33694
yourtechtribe-labs
koncepto Claim
Semantic concept graph MCP server for codebases — what your code means, not jus…
N/A N/A
33695
pproenca
unifi-mcp Claim
MCP server that turns Claude into a UniFi network specialist. Manage devices, o…
N/A N/A
33696
Amazinghorseli
MCP server that enforces disciplined AI development with tools for design, TDD,…
33697
aggreyeric
Fuses five market signals into a five-state regime classifier to determine mark…
N/A N/A 95
33698
starter-series
A TypeScript starter template for MCP servers with CI/CD, OIDC npm publishing, …
N/A N/A
33699
Bigabou007-dev
WariMCP Claim
A unified MCP server for West African payment providers, enabling AI agents and…
33700
jiaxi1102
o2-mcp Claim
Enables interaction with the HMS O2 cluster via SSH, allowing job submission, r…
N/A N/A
Showing 33651–33700 of 66549 servers
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