MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31840
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
43351
sekskate56
A simple MCP server for interacting with Marinade Finance on Solana, providing …
N/A N/A
43352
gangadharnitw
Semantic search and structured queries over IEEE 802.11 specifications, enablin…
N/A N/A
43353
vinkius-labs
Converts raw HTML to clean Markdown, optimized for LLM token efficiency and det…
43354
sorcerai
skill-router Claim
A lazy router for Claude Code skills that exposes a library of skills through s…
N/A N/A
43355
nqrwhal
kef-mcp Claim
MCP server for controlling KEF wireless speakers (LSX II, LS50 Wireless II, LS6…
43356
altic-dev
altic-mcp Claim
A macOS automation MCP server providing 40+ tools for controlling Messages, Con…
N/A N/A
43357
igorsafonov-gif
Enables shopping Ametller Origen online groceries through Claude, allowing cata…
N/A N/A
43358
xhusnain
A smart, self-maintaining memory system for Claude Code that persists across ma…
N/A N/A
43359
repisto
Enables querying a local wiki through MCP-style tools, including search, Q\&A, …
N/A N/A
43360
alexandresanlim
A template MCP server using Domain-Driven Design, providing Bitcoin fee recomme…
N/A N/A
43361
Context Lens Claim 1
Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local,…
N/A N/A 81
43362
universal-mcp
Enables interaction with the Klaviyo API for marketing automation, including ma…
81
43363
ChanMeng666
An MCP server that fetches, dedupes, and scores women's-health & FemTech resear…
43364
SreeHarsha72
Connects a local LLM (Ollama) to a SQLite database via the Model Context Protoc…
N/A N/A
43365
FareedKhan-dev
A production-grade MCP server designed for multi-tenant, authenticated, and obs…
43366
BreeDevelopers
fairrecruit Claim
N/A N/A 95
43367
shubhangi115
A cloud-deployed MCP server for managing personal expenses and providing financ…
43368
forgemeshlabs
coinopai-mcp Claim
Local stdio MCP server for x402-powered paid crypto intelligence: preflight che…
N/A N/A
43369
zhengjie9510
Converts Word, PDF, PPT, and Excel documents to Markdown using the MinerU DocPa…
43370
No-Smoke
Enables bidirectional synchronization of vector database collections between lo…
81
43371
Nyankoro2856
crewmail Claim
File-based MCP server for AI coding agents to coordinate via inbox messaging an…
N/A N/A
43372
jus1-c
Comprehensive forensic analysis MCP server enabling AI agents to analyze files,…
N/A N/A
43373
hjdhnx
An MCP server that enables AI assistants to interact with Odoo ERP systems, all…
43374
Cross-platform ad spend, attribution, true ROAS, budget, and anomaly intelligen…
N/A N/A 81
43375
FranciscoValadao
MCP server implementing clean architecture with LangGraph for building and mana…
N/A N/A
43376
Bluezeamer
Enables AI coding agents to efficiently navigate and understand large codebases…
N/A N/A
43377
GonzaloRando03
MCP server for Redmine project management, enabling tools for managing projects…
43378
bbdaniels
obsidian-mcp Claim
Enables Claude Code read/write access to an Obsidian vault, including creating,…
N/A N/A
43379
Lunar-Software-Solution
Provides complete QuickBooks Online API integration for Claude Code and other M…
43380
adrninistrator
MCP server for Java call graph generation, static analysis, method chains & con…
N/A N/A 95
43381
ruixingshi
Leverage Deepseek's reasoning capabilities to enhance your AI interactions. Acc…
N/A N/A 95
43382
kogecoo
mcp-kindle Claim
Read-only MCP server for accessing local Kindle library data, exposing tools to…
N/A N/A
43383
rmeadomavic
Enables AI agents to interact with an ArduPilot vehicle in real-time via MAVLin…
N/A N/A
43384
eugeniogdiniz
Enables access to SharePoint Online data via Microsoft Graph API, allowing list…
N/A N/A
43385
BenjaminKobjolke
Dart LSP MCP Claim
A Model Context Protocol (MCP) server that provides Dart language analysis capa…
N/A N/A
43386
przeslijmi
Enables AI assistants to generate realistic, synthetic test data on demand, inc…
43387
Chrisp671
An Obsidian plugin that provides embedded AI agent terminals and an MCP server …
N/A N/A
43388
klausagnoletti
Enables natural language management of e-conomic accounting, including customer…
81
43389
NieLubieRudej
engine Claim
Exposes self-owned AI agent plugins as tools to Claude Code via a stdio MCP ser…
N/A N/A
43390
getmunin
munin Claim
Open-source all-in-one MCP-first customer platform: KB, Conversations, CRM, CMS…
43391
Thatgfsj
Process memory for AI agents and humans that remembers the evolution of a proje…
N/A N/A 95
43392
Enkryptedx
Read-only XRP Ledger MCP tools with proof-annotation envelopes and signed daily…
43393
junter1989k-ai
Hungary NAV Online Szamla 3.0 invoice reporting for AI agents: report invoice d…
43394
Ranch-Hand-Robotics
A Model Context Protocol server for ROS 2, enabling AI assistants to introspect…
N/A N/A 95
43395
chenshuai9101
agent-fde Claim
A methodology-driven MCP server that guides enterprise AI rollouts through a 5-…
N/A N/A
43396
code-yeongyu
Exposes Language Server Protocol (LSP) tools such as diagnostics, goto definiti…
N/A N/A
43397
qinsehm1128
askboard-mcp Claim
A local MCP server that collects structured human input via browser forms and m…
N/A N/A
43398
vinkius-labs
Generates realistic, context-aware synthetic data for AI agents to populate dat…
43399
pokerai-bet
@pokerai/mcp Claim
MCP server for the Pokerai API providing solver-grade GTO strategy for 6-max No…
43400
Doucs91
hivelore Claim
Deterministic gate: blocks any commit whose diff reintroduces a documented team…
N/A N/A
Showing 43351–43400 of 66534 servers
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