MCP Server Quality Scores

Independent quality analysis of 43536 public MCP servers

43536
Discovered
29462
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37251
clauxel
Remote MCP for Gemini Omni commercial rights receipt MCP, structured receipts, …
37252
Bigred97
apra-mcp Claim
Query APRA in plain English — bank capital, fund-level super, insurance stats.
N/A N/A
37253
ScrapeGraphAI
Scrapegraph Claim
Convert webpages to clean markdown or structured data with minimal effort. Run …
N/A N/A 95
37254
cyanheads
Search and audit NIST NVD CVEs by keyword, severity, CWE, CISA KEV status, and …
N/A N/A
37255
ahmeedgamil
semhood Claim
AST-based semantic code search; results ship with their call graph (calls + cal…
N/A N/A
37256
ZionHopkins
Agentic pipeline — 39 tools from idea to revenue for solo founders.
N/A N/A 95
37257
workspace
Enables AI assistants to interact with the Bybit cryptocurrency exchange via th…
37258
machinemates-ai
MCP server for AI-powered research using Gemini. Provides fast grounded web sea…
37259
diagrammo
dgmo-mcp Claim
Render 32 diagram and chart types to SVG/PNG with browser preview and HTML repo…
N/A N/A 95
37260
inite-ai
Enables AI agents to authenticate users, manage calendar events, create meeting…
81
37261
mdnaimul22
High-performance autonomous MCP server that turns LinkedIn into an API for AI w…
N/A N/A
37262
yesidevelop
MCP server providing business tools for customer support and account management…
N/A N/A
37263
ActaLumen
Enables AI agents to upload, verify, and chat about documents for compliance (e…
37264
geraservicesuk
AI prompt engineering game: challenges, leaderboards, community prompts.
N/A N/A 95
37265
inspicere
DefectDojo Claim
MCP server for DefectDojo: 24 tools with RBAC, HMAC audit chain, and SIEM forwa…
N/A N/A
37266
mantrakp04
Local development bridge between TanStack Devtools and MCP-capable coding agent…
N/A N/A
37267
apideck
Model Context Protocol server for the Apideck Unified API. Connect any MCP-comp…
81
37268
opjhabuilds
Push HTML prototypes to DesignPin for team review and pull reviewer feedback in…
N/A N/A
37269
maxkle1nz
m1nd Claim
m1nd is a local MCP runtime that gives coding agents graph-native memory of a c…
N/A N/A
37270
code-yeongyu
Exposes Language Server Protocol (LSP) tools such as diagnostics, goto definiti…
N/A N/A
37271
thinhbv
Enables AI assistants to interact with TradingView Desktop charts for analysis,…
N/A N/A
37272
forgemeshlabs
MCP server for AI image generation with automatic USDC payments on Base mainnet…
37273
delty-inc
Enable AI assistants to perform real-time web searches, academic paper searches…
N/A N/A 95
37274
chrischall
homes-mcp Claim
homes.com real-estate for Claude — search, property details, photos, compare, m…
N/A N/A
37275
SzeMeng76
A comprehensive MCP server that provides seamless access to Yahoo Finance stock…
37276
Real-time web search, reasoning, and research through Perplexity's API
N/A N/A 81
37277
Elvisaryan
AIOps MCP Claim
A multi-agent MCP server that turns LLMs into an autonomous incident-response c…
37278
cledupe
Enables AI assistants to answer natural language questions about data in CSV fi…
N/A N/A
37279
grinnellian
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and foo…
N/A N/A
37280
clauxel
A paid remote MCP for HyperFrames, built to return verdicts, receipts, usage lo…
37281
KrishnaMuddala
MCP Chat Claim
Enables interactive chat with a local LLM using MCP architecture for document m…
N/A N/A
37282
tehmenghai
A generative AI agent that searches song lyrics across the web and returns resu…
37283
ccperdst-lab
agent-mem0 Claim
Provides persistent cross-session memory for Claude Code, enabling it to rememb…
N/A N/A
37284
HeurisTech
A Model Context Protocol server that enables AI assistants to create, control, …
37285
nikhilgogulwar
Execution layer for UniversalBench MCP, enabling code execution, bash, web sear…
37286
cyanheads
Search LOC digital collections, Chronicling America newspapers (full OCR), and …
N/A N/A
37287
Search Argentine legal databases: court decisions, legislation, summaries, doct…
N/A N/A 81
37288
rithinpullela
Enables interaction with OpenSearch clusters, providing tools to list indices, …
N/A N/A
37289
MCP-Mirror
Enables querying financial data tables from Chinese financial websites (Tonghua…
N/A N/A 95
37290
achreftlili
Code Index Claim
SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
N/A N/A
37291
mreider
better-bear Claim 1
MCP server for Bear notes — read, search, create, edit, tag, and manage notes v…
N/A N/A 95
37292
adelaidasofia
FastMCP server for Obsidian wikilink suggestions from a pre-computed knowledge …
N/A N/A
37293
elliotttate
pix-mcp Claim
Wraps Microsoft PIX's pixtool.exe to enable LLMs to launch and attach to D3D12 …
N/A N/A
37294
localgov-jp
mcp-server Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
37295
danielcregg
Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.
N/A N/A 83
37296
ZeroCoolZiemer
Provides structured access to Scripture through the BibleBridge API, enabling s…
81
37297
ssm82
Full VK MCP Claim
Model Context Protocol (MCP) server for VKontakte (VK) — the largest social net…
N/A N/A
37298
TXRISK
txrisk-tools Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
81
37299
rrbanda
lol-mcp Claim
A FastMCP server that exposes REST API endpoints as Model Context Protocol tool…
81
37300
DHawks
Mercury Creative WriterTransform your creative writing with intelligent archety…
N/A N/A 95
Showing 37251–37300 of 43536 servers
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