MCP Server Quality Scores

Independent quality analysis of 69153 public MCP servers

69153
Discovered
→
33849
Scored
→
2112
Verified
→
16953
Complete

Last updated 0 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54951
leonardobora
Enables Claude Code to read, edit, and manage WordPress pages, posts, shortcode…
— ○ ⏳ — — — — — —
54952
oldschoolsysadmin
Exposes ComfyUI-generated character avatars as tools, allowing control of expre…
— ○ ⏳ — N/A N/A — — —
54953
Allentgt
An MCP server that gives LLM agents full access to Amazon DynamoDB, supporting …
— ○ ⏳ — — — — — —
54954
digimetalab
dml-bps-mcp Claim
MCP server for accessing Indonesian BPS statistics data via natural language qu…
— ○ ⏳ — — — — — —
54955
privy-io
Enables AI agents to create wallets, sign transactions, and manage blockchain o…
— ○ ⏳ — — — — — —
54956
kucherenko
jscpd Claim
Copy/paste detector for programming source code, supports 223 formats. AI-ready…
— ○ ⏳ — N/A N/A — — —
54957
DevMinions
A portable MCP server providing a shared intelligent memory system for any MCP-…
— ○ ⏳ — N/A N/A — — —
54958
alopez3006
snipara-mcp Claim
Lightweight MCP connector that provides persistent project memory and context o…
— ○ ⏳ — — — — — —
54959
carljmosca
An MCP server running in the browser via WebAssembly, providing tools like getC…
— ○ ⏳ — N/A N/A — — —
54960
isabellaliebgott
mcp-esim Claim
Travel eSIMs for 193 countries. Stripe + Bitcoin checkout. QR by email in 30s. …
— ○ ⏳ — — — — — —
54961
Val4evr
Run a live Excalidraw canvas and control it from AI agents.
— ○ ⏳ — — — — — —
54962 — ○ ⏳ — N/A N/A — 95 —
54963
abecms
Enables running visual regression tests, polling results, and reading structure…
— ○ ⏳ — — — — — —
54964
tahasiddiquii
A security gateway for MCP servers that enforces policy checks including role-b…
— ○ ⏳ — N/A N/A — — —
54965
universal-mcp
Enables interaction with LinkedIn tools and services through the Universal MCP …
— ○ ⏳ — — — — — —
54966
ctxstore-ai
Persistent memory for AI agents: keyed facts, a wake bundle each session, one m…
— ○ ⏳ — — — — — —
54967
cyanheads
Search posts, profiles, feeds, threads, and trending topics on Bluesky.
— ○ ⏳ — — — — — —
54968
davidmosiah
Agent-first YouTube Shorts uploader with dry-run validation, OAuth checks and s…
— ○ ⏳ — N/A N/A — — —
54969
kaewz-manga
Provides Claude AI assistants with focused monitoring tools for n8n workflow ex…
— ○ ⏳ — N/A N/A — — —
54970
michaelzrork
Provides AI assistants with access to Google Workspace APIs including Sheets, C…
— ○ ⏳ — — — — — —
54971
choijay0310-spec
Enables users to manage wedding preparation tasks including timeline generation…
— ○ ⏳ — — — — — —
54972
ayushozha
🎬 AI-powered MCP server for Adobe Premiere Pro — 1,027 tools for timeline editi…
— ○ ⏳ — N/A N/A — — —
54973
falahgs
Enables high-quality image generation using Google's Imagen 3.0 model via the G…
— ○ ⏳ — N/A N/A — — —
54974
artemu78
Enables file uploads to AWS S3 buckets with automatic MIME type detection.
— ○ ⏳ — N/A N/A — — —
54975
Citadel-Cloud-Management
Enables interaction with GitHub repositories, issues, pull requests, code searc…
— ○ ⏳ — — — — — —
54976
Black-Swan-Causal-Labs
Design-correct NHANES analysis: survey weights, pooled cycles, CIs and NCHS rel…
— ○ ⏳ — N/A N/A — — —
54977
billebel
An MCP server that loads and serves Knowledge Packs to connect AI assistants wi…
— ○ ⏳ — — — — — —
54978
UnbearableDev
Hungarian postcode lookup + validation - 3,484 codes, sub-10ms lookups, bulk ad…
— ○ ⏳ — — — — — —
54979
ryankr
Enables Claude Code to use Google Gemini AI capabilities for analyzing PDFs and…
— ○ ⏳ — — — — 81 —
54980
Nn9987
Enables efficient search through Model Context Protocol documentation, supporti…
— ○ ⏳ — N/A N/A — — —
54981
pipeworx-io
mcp-eur-lex Claim
Enables searching and quoting EU legislation with verifiable EUR-Lex citations,…
— ○ ⏳ — — — — — —
54982
dicoy
An MCP server that gives Claude a full HTTP client — make requests, compare env…
— ○ ⏳ — N/A N/A — — —
54983
flaviofujita
Knossos Claim
Enables remote filesystem and CLI access to a Windows machine over LAN through …
— ○ ⏳ — — — — — —
54984
illusionist-2
An MCP server that gives LLM clients access to a SQL Server database and the lo…
— ○ ⏳ — N/A N/A — — —
54985
studiopig
mcp-toolkit Claim
A plug-and-play MCP toolkit providing AI agents with web search (Chinese source…
— ○ ⏳ — N/A N/A — — —
54986
rgarcia
Exposes YNAB API endpoints as MCP tools, allowing AI assistants to manage budge…
— ○ ⏳ — — — — — —
54987
zersys
Enables AI agents to inspect, log, and control React Native apps on Android emu…
— ○ ⏳ — N/A N/A — — —
54988
NewJerseyStyle
Provides a Model Context Protocol interface to interact with the classic ELIZA …
— ○ ⏳ — N/A N/A — — —
54989
tt-a1i
Long-term memory for AI coding assistants. Remembers context once and recalls i…
— ○ ⏳ — — — — — —
54990
pipeworx-io
data-austin Claim
Enables querying Austin, TX open data from data.austintexas.gov using the Socra…
— ○ ⏳ — — — — — —
54991
Edplayerone
iwatch-mcp Claim
Enables real-time Apple Watch heart rate monitoring via MCP tools, reading data…
— ○ ⏳ — N/A N/A — — —
54992
rishitudikeri3-rgb
Provides AI coding assistants with tools to run git status, recent commits, tes…
— ○ ⏳ — N/A N/A — — —
54993
sharpsir-group
A read-only MCP server providing 56 tools to query Qobrix real-estate CRM data,…
— ○ ⏳ — — — — — —
54994
guansuian
MCP server that connects to MES systems to enable SOP uploading and abnormal re…
— ○ ⏳ — N/A N/A — — —
54995
PGYER
Enables uploading and managing iOS/Android apps on the PGYER platform through M…
— ○ ⏳ — — — — — —
54996
TingPing
Exposes GObject Introspection metadata to coding agents, enabling querying of l…
— ○ ⏳ — N/A N/A — — —
54997
mcpnexus-registry
Provides Google search and web content viewing with advanced bot detection avoi…
— ○ ⏳ — N/A N/A — — —
54998 — ○ ⏳ — N/A N/A — 95 —
54999
abhinavg6
A local-first MCP server that enables AI agents to query the Sui blockchain usi…
— ○ ⏳ — — — — — —
55000
1Kraks
Exposes TensorBoard experiment data through a standardized MCP API, enabling AI…
— ○ ⏳ — N/A N/A — — —
Showing 54951–55000 of 69153 servers