MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
44051
Jessinra
Lorekeeper Claim
MCP memory server for AI agents that gets better with use
N/A N/A
44052
miranda-ale
MCP server for integrating with the RHiD (ControlID) API, providing time tracki…
44053 N/A N/A 95
44054
pipeworx-io
mcp-data-wa Claim
Enables querying and exploring Washington State open data via the Socrata SoQL …
44055
fumi-sagawa
Enables AI assistants to manage Obsidian notes via local REST API, supporting f…
N/A N/A
44056
malkreide
MCP Server for Swiss road mobility — shared vehicles, EV charging, traffic aler…
44057
buildingjoshbetter
TrueMemory Claim
A living memory system that ingests long-horizon data to infer insights, enabli…
N/A N/A
44058
rkostko-ops
context Claim
Provides up-to-date documentation for AI agents by locally querying a community…
44059
crsxmd
Rewindex Claim
Auto-snapshot tool for AI agents. Reduces the risk of AI agents breaking your c…
N/A N/A
44060
danielrosehill
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
N/A N/A
44061
yardobr
Bridges AI assistants with Google Sheets for reading, writing, and managing spr…
44062
LooseWireDev
mealforge Claim
Enables AI-driven weekly meal planning with structured recipes, cooking steps, …
N/A N/A
44063
bcharleson
prospeo-cli Claim
MCP server for the Prospeo API that provides person and company enrichment and …
44064
mcpassistant
Provides comprehensive logging and monitoring capabilities for MCP services wit…
N/A N/A 95
44065
1000ml-io
Enables local browser automation using Stagehand without cloud services. Suppor…
N/A N/A
44066
globodai-group
Enables users to manage Waalaxy LinkedIn automation campaigns through MCP tools…
N/A N/A
44067
alexruco
caveman-mcp Claim
MCP server that compresses markdown files into caveman-style prose, cutting tok…
N/A N/A
44068
lologocrm
Enables building ChatGPT apps with custom UI widgets via a minimal Node.js MCP …
44069
Patdolitse
Engram Claim
A local memory layer for AI coding tools that stores user preferences, lessons,…
N/A N/A
44070
stumpyfr
Exposes ActivitySmith notifications and live activity tools.
N/A N/A
44071
whereayan
Provides comprehensive access to CDISC clinical data standards (SDTM, ADaM, CDA…
44072
zcgkiller
Enables Claude to search and retrieve patent data from EPO OPS and Google Paten…
44073
mormubis
MCP server for ProjectionLab — export, snapshot, and restore your financial pla…
N/A N/A
44074
mcp-agents
An MCP server for generating dad jokes based on a given topic, with support for…
44075
David-Felipe-Trejos
Enables CRUD and analytical operations on a SQLite inventory database, includin…
N/A N/A
44076
lotharschulz
A simple MCP server that integrates Rust functions via WebAssembly, enabling op…
N/A N/A
44077
panda-studio-dev
Enables AI assistants to perform Japanese invoice and tax calculations, includi…
44078
andri-setiawan
MCP-scopus Claim
Enables AI assistants to search and retrieve real academic papers from Scopus, …
N/A N/A
44079
universal-mcp
This repository contains an implementation of an Miro Universal MCP (Model Cont…
44080
davidlinjiahao
plaud-mcp Claim
Enables querying Plaud AI recordings, transcripts, and summaries through the Pl…
N/A N/A
44081
NathanielDaniels
Enables querying WHOOP biometric data (recovery, strain, sleep, workouts, heart…
44082
Amin-Azmoodehh
sentineltm Claim
N/A N/A 95
44083
ampcome-mcps
Enables AI agents to interact with Webflow APIs for managing sites, pages, comp…
44084
ahmedselimmansor-ctrl
Enables AI agents to manage Facebook profiles, pages, posts, and engagement via…
44085
xiaobenyang-com
db-map Claim
N/A N/A 95
44086
khalidSAT
Enables programmatic control of Blender via OpenCode, supporting 3D model creat…
N/A N/A
44087
shanevcantwell
Embedding space analysis toolkit that measures semantic drift, traces trajector…
N/A N/A
44088
sandraschi
FastMCP wrapper for Sysinternals CLI tools, enabling system diagnostics like pr…
N/A N/A
44089
SoluDevTech
Multi-modal RAG service exposing a REST API and MCP server for document indexin…
44090
andysalvo
Enables agents to assess counterparty risk, token danger, and wallet creditwort…
44091
fzlzjerry
A read-only MCP server exposing Polymarket's public prediction-market data. Sea…
44092
RichaG-cyber
Provides six tools including web search, URL fetching, calculator, and note man…
N/A N/A
44093
msaeedsakib
threadr-mcp Claim
An MCP server that provides AI agents with full Reddit API capabilities includi…
N/A N/A
44094
diptigarg23
Enables semantic search over VTT transcript files using AI-powered structured s…
N/A N/A
44095
Cometdev312
Enables fast real-time web search and access to premium data from trusted sourc…
44096
AiAgentKarl
MCP server giving AI agents access to US political finance data: campaign contr…
44097
gautamrajur
MCP server for Splitwise. Enables creating and managing expenses, splits, and g…
44098
Wave-Engineering
A flight recorder for Claude Code that captures tool calls and observations int…
N/A N/A
44099
openfate-ai
bazi-mcp Claim
Deterministic Bazi / Four Pillars MCP server with True Solar Time, lunar/solar …
N/A N/A
44100
zerogon1203
A secure multi-database MCP server supporting MySQL, PostgreSQL, and SQLite wit…
Showing 44051–44100 of 67197 servers
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