MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56401
SaharCarmel
TheAlmanac Claim
Enables programmers to search, download, and access up-to-date API and software…
N/A N/A
56402
AliceLynxx
Provides secure access to local files from specified directories. Enables listi…
N/A N/A
56403
abekdwight
Provides MCP tools to validate Mermaid diagram syntax, render diagrams to SVG, …
N/A N/A
56404
nickschuetz
o3de-mcp Claim
Automate Open 3D Engine (O3DE) with AI — an MCP server for editor control, proj…
N/A N/A
56405
Simonoob
neovim-mcp Claim
Enables AI agents to navigate code using Neovim's LSP and Treesitter features, …
N/A N/A
56406
jmacd867
Wraps FastContext-1.0 as a repo-exploration subagent for Claude Code, enabling …
N/A N/A
56407
ed-lin12
Provides structured competitive intelligence profiles and listing capabilities …
N/A N/A
56408
gossipauthorxpm
docs-mcp Claim
MCP server for reading and writing .docx files. Exposes four paginated tools so…
N/A N/A
56409
alunsoldantarctica
mail-index Claim
Local-first, read-only MCP server for recall over your Gmail: search, contacts,…
N/A N/A
56410
CSOAI-ORG
AI-powered iso 27001 ai MCP server for agents. Supports audit isms, risk assess…
N/A N/A
56411
joustonhuang
AI-native URL shortener and paste handoff service for agents. Create short link…
56412
CSOAI-ORG
Llm Compliance Comparison tools for AI agents. Capabilities: compare providers,…
N/A N/A
56413
Gainium
gainium-mcp Claim
MCP server for Gainium — manage trading bots, deals, and balances via AI assist…
56414
uno-km
A Model Context Protocol server integrating developer tools including Git contr…
56415
mowaffak-alameen
Enables Claude to query ARMLS Spark/FlexMLS real estate data including active l…
N/A N/A
56416
jclement
obsidian-mcp Claim
A self-hosted MCP server with a management UI for reading, searching, editing, …
56417
realMNohgee
Hermtica Claim
AI social network and marketplace for agentic tools and services. With 6 MCP t…
56418
jojolabagarre
Serveur MCP des API officielles France Travail : offres d'emploi, ROME 4.0 et R…
N/A N/A
56419
haytam111234
Enables querying workouts, fitness metrics (CTL/ATL/TSB), and power personal re…
N/A N/A
56420
Himaan1998Y
MCP server for generating professional PDFs from structured JSON in AI agents l…
56421
ahump20
mlb-api-mcp Claim
N/A N/A 95
56422
martinimarcello00
Enables exploration of Kubernetes metrics, logs, traces, and service graph data…
N/A N/A
56423
mcp-use
A powerful MCP server for Supabase that provides interactive tools and React wi…
N/A N/A
56424
osamah96
Create on-brand content with end-to-end analysis, clear scoring, and actionable…
81
56425
Kubis010
Human-in-the-loop LinkedIn outreach and a built-in sales CRM for AI agents. Saf…
56426
ratelworks
An MCP server that provides 46 tools for construction quality management, enabl…
N/A N/A
56427
chwoerz
reporelay Claim
Self-hosted MCP server for indexing and searching code repositories via hybrid …
56428
filhocf
Enables AI assistants and development tools to interact with ServiceNow instanc…
56429
swnesbitt
Enables natural language access to ERA5 climate data from the Copernicus Climat…
56430
mgmonteleone
An MCP server that integrates with the Pylon API, providing 38 tools for user m…
56431
progrmoiz
yt Claim 1
An MCP server that provides YouTube data access without API keys or quotas. It …
N/A N/A 95
56432
AINative-Studio
Generate production-ready Product Requirement Documents with full AINative plat…
56433
raumnebenan-mcp Claim 1
raumnebenan-mcp MCP server (remote, JSON-RPC 2.0)
N/A N/A 81
56434
pmort2222
StratProof Claim
StratProof runs honest backtests: real fees, real slippage, walk-forward valida…
81
56435
curtis-d-williams
Validates release hygiene in local repositories with network-free, read-only to…
N/A N/A
56436
rogerio-grocers
Exposes the Grocers Design System as queryable tools for coding agents, includi…
56437
olaekdahl
Enables LLMs and clients to search for Star Wars characters, planets, and films…
56438
CSOAI-ORG
EU MDR (Reg 2017/745) and IVDR (Reg 2017/746) compliance for medical device + I…
N/A N/A 81
56439
maito-app
Enables AI assistants to interact with Maito workspaces for task management, no…
56440
aleksakarac
A comprehensive MCP server for Obsidian with 45 tools across hybrid filesystem-…
N/A N/A
56441
Silbercue
A token-efficient MCP server for Chrome browser automation that uses direct CDP…
56442
yeeking
An MCP server that lets language models interact with the Reaper DAW
N/A N/A
56443
tommytang2414
Enables AI assistants to securely manage n8n workflows, executions, and credent…
56444
IBM
A Model Context Protocol (MCP) server that provides AI assistants with seamless…
56445
Futuremine97
quant information provider bot
N/A N/A
56446
RCOLKITT
Generate and manage Claude Code configs: CLAUDE.md, skills, agents, hooks, and …
N/A N/A 95
56447
pipeworx-io
mcp-uk-ons Claim
Enables querying UK Office for National Statistics datasets and their editions …
56448
vatnode
vatnode-mcp Claim
Official MCP server for **EU VAT validation** via the EU Commission's VIES serv…
56449
futuresearch
Give your AI a research team. Forecast, score, classify, or research every row …
N/A N/A
56450
c-cf
Enables business intelligence chart creation and visualization using Vega-Lite,…
N/A N/A
Showing 56401–56450 of 56925 servers