MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62251
ethos-zero
A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware…
— ○ ⏳ — N/A N/A — — —
62252
shutovdef-dotcom
Connects Google Search Console to AI assistants, enabling SEO data analysis thr…
— ○ ⏳ — — — — — —
62253
ypolosov
Self-hosted MCP server for Claude Code that implements PageIndex vectorless RAG…
— ○ ⏳ — N/A N/A — — —
62254
ThunderEagle
MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, S…
— ○ ⏳ — N/A N/A — — —
62255
malkreide
MCP server for global news monitoring, media analysis and sentiment tracking vi…
— ○ ⏳ — — — — — —
62256
xfloukiex-lab
Prioritizes tasks by eliminating distractions, returning a ranked shortlist bas…
— ○ ⏳ — N/A N/A — — —
62257
Tiwas
Firmaradar Claim
Multi-source enrichment platform for Norwegian company intelligence: search, ow…
— ○ ⏳ — — — — — —
62258
mastadoonprime
agent-memory Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
— ○ ⏳ — — — — 81 —
62259
LupinLin1
mail-mcp Claim
An MCP server for email operations supporting IMAP and SMTP protocols, enabling…
— ○ ⏳ — — — — — —
62260
badchars
Full-spectrum GEOINT server with 171 tools covering satellite imagery, aircraft…
— ○ ⏳ — — — — — —
62261
pcmedsinge
Three composable MCP servers for clinical AI — FHIR R4 read/search/validate, me…
— ○ ⏳ — — — — — —
62262
DownAtTheBottomOfTheMoleHole
A Model Context Protocol (MCP) server for producing better Terraform through CL…
— ○ ⏳ — N/A N/A — — —
62263
dmarmijosa
MCP server for building React + Capacitor + Tailwind + Konsta applications, pro…
— ○ ⏳ — — — — — —
62264
thunderkds
easy-ui-mcp Claim
Enables AI agents to drive Playwright-based browser automation for UI testing, …
— ○ ⏳ — N/A N/A — — —
62265
eragooon
An MCP server that lets Claude create calendar events and tasks in Nextcloud vi…
— ○ ⏳ — N/A N/A — — —
62266
JLMael
Enables Claude (or any MCP client) to read and update your Malt.fr freelance pr…
— ○ ⏳ — N/A N/A — — —
62267
NicolaiJohannesen
Read-only trading hours for 30 stock exchanges — open now, next open, holidays,…
— ○ ⏳ — — — — — —
62268
nathanrcast
Enables AI agents to access Planning Center Online data including worship plans…
— ○ ⏳ — N/A N/A — — —
62269
sangvucitek
An ADT-to-MCP bridge that enables AI assistants to read, write, debug, deploy, …
— ○ ⏳ — — — — — —
62270
grigoreo-dev
MCP server and HTTP proxy for O!task API that enables managing tasks (get, upda…
— ○ ⏳ — — — — — —
62271
Abdulrahman84
hadith-mcp Claim
An MCP server for retrieving hadith text and metadata from auditable sources, p…
— ○ ⏳ — N/A N/A — — —
62272
nidhiyashwanth
MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill cre…
— ○ ⏳ — — — — — —
62273
Kymylyy
A community-maintained MCP server that simplifies access to EU legal and legisl…
— ○ ⏳ — — — — — —
62274
raghavenderhariharan
Enables Claude Code to understand, debug, edit, and build Infor RPA Studio 2026…
— ○ ⏳ — N/A N/A — — —
62275
harish235
Connects Claude Desktop to any Kubernetes cluster, enabling natural language qu…
— ○ ⏳ — N/A N/A — — —
62276
calclavia
braintrust Claim
— ○ ⏳ — N/A N/A — 95 —
62277
krtw00
konbu Claim
Self-hostable all-in-one planner (calendar, notes, todos, bookmarks) with built…
— ○ ⏳ — — — — — —
62278
ra1nyxin
A MCP server for Windows/Linux that provides 90+ tools enabling AI assistants t…
— ○ ⏳ — N/A N/A — — —
62279
alumnx-ai-labs
Provides agricultural intelligence tools for pest/disease lookup, government sc…
— ○ ⏳ — — — — — —
62280
Jamaluddin9
A simple program that helps you connect to many PostgreSQL databases at once, p…
— ○ ⏳ — N/A N/A — — —
62281
alyanjamalkhan-create
Enables AI assistants to safely interact with local code repositories through M…
— ○ ⏳ — N/A N/A — — —
62282
Jackson-Brooks
A Windows Steam MCP server with local client controls and optional Steam Web AP…
— ○ ⏳ — N/A N/A — — —
62283
suavecito585
Provides access to 61 public digital libraries through a single unified interfa…
— ○ ⏳ — N/A N/A — — —
62284
CSOAI-ORG
accessibility-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
62285
jmpijll
A Model Context Protocol server for Zoho Site24x7 that uses a JavaScript sandbo…
— ○ ⏳ — — — — 81 —
62286
haruhi2ux
An MCP server that enables AI agents to automate browser interactions using Pla…
— ○ ⏳ — — — — — —
62287
krantiutils
Enables sending correctly threaded email replies through Proton Mail Bridge usi…
— ○ ⏳ — N/A N/A — — —
62288
memovai
MemoV Claim
Provides a memory layer for AI coding agents with Git-powered version control, …
— ○ ⏳ — N/A N/A — — —
62289
mcdev7777
This MCP server enables seamless integration with Coda.io for document, table, …
— ○ ⏳ — — — — — —
62290
Lillard01
Generate GSAP animation code through natural language descriptions and integrat…
— ○ ⏳ — — — — — —
62291
marvinmishka-rgb
nicktools Claim
A knowledge graph MCP server for research with source provenance, featuring 55 …
— ○ ⏳ — N/A N/A — — —
62292
fullstackdegen
Converts Lighthouse audits into prioritized implementation backlogs with eviden…
— ○ ⏳ — N/A N/A — — —
62293
pmady
A Model Context Protocol (MCP) server that exposes a professional profile — cer…
— ○ ⏳ — — — — — —
62294
Heretek-RE
re-yara Claim
MCP server wrapping the YARA pattern-matching engine for binary triage, enablin…
— ○ ⏳ — N/A N/A — — —
62295
gopichand458
Provides multi-source vulnerability intelligence for AI-powered security operat…
— ○ ⏳ — — — — — —
62296
toms74209200
mcp-maxima Claim
Enables interaction with Maxima, a computer algebra system, for symbolic mathem…
— ○ ⏳ — — — — — —
62297
katokdoescode
An MCP server that exposes Nuxt UI documentation and resources via a standardiz…
— ○ ⏳ — — — — — —
62298
Shyamkadiwar
Enables AI assistants to interact with MongoDB databases through natural langua…
— ○ ⏳ — — — — — —
62299
Baneado98
web-doctor Claim
Enables live website health checks including TLS, HTTPS, and security headers, …
— ○ ⏳ — — — — — —
62300
bolivestilo
homekit-mcp Claim
Enables AI agents to control Apple Home devices, scenes, and automations throug…
— ○ ⏳ — N/A N/A — — —
Showing 62251–62300 of 69052 servers