MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53201
sdsrss
Persistent long-term memory for Claude Code via MCP — captures coding decisions…
N/A N/A
53202
JetBrains
mcpProxy Claim
Connect to JetBrains IDE
N/A N/A 95
53203
selvakumarEsra
Enables interaction with Interactive Brokers through the TWS API for account ma…
N/A N/A
53204
ebmurha
Manage Google Tasks from MCP-compatible AI clients.
N/A N/A
53205
Morten36
Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assist…
N/A N/A
53206
160K deductive JSON constraints enforce LLM character consistency — eliminate p…
N/A N/A 69
53207
mcp-tools-lab
Helps citizens and businesses navigate French bureaucracy with AI, covering tax…
53208
chipsan
prueba1 Claim
N/A N/A 95
53209
vocab-voyage
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
81
53210
bsmi021
Executes Python code with safety constraints and manages Python packages throug…
N/A N/A
53211
mcpland
jenkins-mcp Claim
Provides AI assistants with full access to Jenkins CI/CD systems, enabling quer…
53212
the78mole
Enables querying German distribution grid operator data from vnbdigital.de and …
53213
Spacejnk
flkeys-mcp Claim
Verified hyper-local data API for the Florida Keys. Raccoon data covering chart…
N/A N/A
53214
ryancnelson
MCP server for tmux operations that provides comprehensive control over tmux se…
N/A N/A
53215
jonigl
Demonstrates how to create a simple MCP server with streamable HTTP transport, …
N/A N/A
53216
rishimohan
Orshot Claim
Orshot's MCP Server lets you dynamically generate images from your templates fr…
81
53217
iflow-mcp
Acts as a bridge between AI agents (Claude, Cursor) and 1C:Enterprise databases…
53218
tim0120
Search and reference your Claude Code conversation history directly from Claude…
N/A N/A
53219
Obra-Studio
Enables AI assistants to read, create, and modify Figma designs, synchronize de…
53220 N/A N/A 95
53221
jhamblin
oura-mcp Claim
Exposes the complete Oura Ring v2 API to LLM agents, including detailed sleep d…
53222
akougkas
Enables AI agents to access academic citations, fetch metadata, and generate Bi…
53223
mlger
nakama-mcp Claim
An MCP server that allows Claude and other hosts to interact with a Heroic Labs…
53224
simplebytes-com
Provides comprehensive domain research tools including RDAP, WHOIS, and DNS loo…
53225 N/A N/A 95
53226
proj-airi
airi-android Claim
A MCP server that enables LLMs to control Android devices via ADB, supporting i…
53227
Lee-Becky
mcp_test Claim
N/A N/A 95
53228
dragonkhoi
Mercury MCP Claim
Simple MCP server that interfaces with the Mercury API, allowing you to talk to…
53229
raboley
ado-mcp Claim
An MCP server that provides Azure DevOps integration for AI assistants, enablin…
53230
Armada735
Verify AI agent tool calls with content-addressed, HMAC-attested receipts. Free…
53231
Spring1237
n8n-MCP Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
53232
omdv
Provides an MCP server for Interactive Brokers trading operations, managing an …
53233
razvan1326
Enables Claude Desktop to interact with the Academiadepolitie.com platform, all…
N/A N/A
53234
info-kk33
## AskMia eSIM MCP Server AskMia MCP Server enables AI agents to search and se…
81
53235
fastmcp-me
Enables DuckDB database interaction through MCP, supporting SQL queries, table …
N/A N/A
53236
arifur9993
Workforce attendance, overtime, overnight shifts, rotating rosters, and Califor…
N/A N/A
53237
jack-whimvy
MCP server that connects AI coding tools to VibeCompass projects for reading co…
N/A N/A
53238
DevTo-AI
devto-mcp Claim
A work management MCP server for Claude Code that integrates with Jira Cloud to…
N/A N/A
53239
xmruuu
Enables AI assistants to search, read, and manage Zotero references locally wit…
N/A N/A
53240
pedroknigge
Enables Claude to access and manage a persistent, human-readable knowledge grap…
N/A N/A
53241
ginishuh
Model Context Protocol (MCP) server for NovelAI image generation. Create high-q…
N/A N/A
53242
pipeworx-io
mcp-bungie Claim
Enables querying Destiny 2 player data, profiles, clans, and stats through the …
53243
spgoodman
An open-source implementation of the Model Context Protocol (MCP) that bridges …
81
53244
AIWerk
MCP server for smallinvoice.ch — Swiss SME invoicing and accounting with 146 to…
53245
Gabriela-707
dev-notes Claim
Enables Claude to save, list, and read notes in a '/dev-notes' directory, and f…
N/A N/A
53246
saltyskip
Rift Links Claim
Rift is the agentic deep linking platform, one URL works two ways: humans get r…
53247
FlowMCP
An MCP server that provides agent-powered tools, each using an LLM agent loop t…
53248
guillaume.beauverd
candiceai Claim
N/A N/A 95
53249
shape-network
Provides AI assistants access to Shape's onchain data including gasback distrib…
53250
universal-mcp
Enables interaction with WhatsApp Business tools and services through a unified…
Showing 53201–53250 of 53551 servers