MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 25 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36201
trendsmcp
Provides news sentiment scores, media volume trends, and historical coverage da…
36202
Competitive pricing, ads, SEO moves, launches, reviews, and daily market briefs.
N/A N/A 81
36203
GoodFaithExteriors
Provides browser automation capabilities using Playwright, allowing LLMs to int…
36204
creativec09
MCP server that provides semantic search and documentation for STM32 microcontr…
36205
sayand
growwmcp Claim
N/A N/A 95
36206
junter1989k-ai
Thailand Leceipt e-Tax: AI agents create, poll and download e-Tax Invoices, sta…
36207
mdasiff
A production-ready MCP server that turns any MCP-compatible AI assistant into a…
36208
heroku
An MCP server for securely executing Python code, supporting STDIO, Streamable …
36209
Ansvar-Systems
Enables querying British cybersecurity data, including regulations, decisions, …
N/A N/A
36210 N/A N/A 95
36211
GuodongDai2113
A TypeScript Model Context Protocol server that provides 21 tools for interacti…
36212
vicquick
nobrainr Claim
Self-hosted memory service that gives AI agents persistent, searchable memory a…
36213
paresh-p-crest
Enables AI assistants to query real-time system metrics like CPU, RAM, disk, an…
N/A N/A
36214
linares222
myfitnesspal Claim
Retrieves MyFitnessPal nutrition data including daily summaries, meal breakdown…
36215
xiaocaoooo
netease-mcp Claim
MCP server that enables AI assistants to search and retrieve music data (songs,…
N/A N/A
36216
lordbasilaiassistant-sudo
MCP server for AI agents to create and manage P2P escrow deals on Base (ETH or …
36217
brian-bfz
Enables querying and retrieving webpage content from websites by parsing sitema…
81
36218
y735832496
Enables interaction with employee management systems through a standardized MCP…
81
36219
YeeDochi
A Model Context Protocol server that provides 123 tools across 7 OpenStack doma…
36220
rohitchitodkar-bit
A read-only MCP server that connects to HubSpot to audit CRM data, diagnose Rev…
36221
andrewaws26
Claude Works Claim
An MCP server that exposes a perpetual, honest job-application pipeline as type…
N/A N/A
36222
camcarre
hevymcp2 Claim
N/A N/A 95
36223
0xAxiom
x402-paid Base agent tools (USDC). 5 deterministic tools. No API keys. No NFT p…
36224
Shelpuk-AI-Technology-Consulting
A project-aware AI design and code review server that uses dual reviewers via O…
N/A N/A
36225
Nandani-Rejoice
mcp-gmail Claim
An MCP server that provides Gmail access for LLMs, enabling email composition, …
N/A N/A
36226
haoylle
kd-mcp Claim
Controls kd.exe for KDNET kernel debugging on Windows, often paired with winrm-…
N/A N/A
36227
TheOctMind
A production-grade MCP server for Fireberry CRM that enables LLMs to query, cre…
36228
yeodh10
Provides security tools (prompt injection detection, CVE lookup, version impact…
N/A N/A
36229
Artem362
Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector …
N/A N/A
36230
ArkTechNWA
Provides AI assistants with safe, controlled access to PostgreSQL databases wit…
81
36231
llmops-pro
nwc-mcp Claim
MCP server exposing a Lightning wallet to LLM agents over Nostr Wallet Connect …
36232
jgauffin
Persistent, structured memory server for AI agents using the Model Context Prot…
N/A N/A
36233
goldendev0830
FastAPI-MCP Claim
Exposes your FastAPI endpoints as Model Context Protocol tools with authenticat…
36234
fozagtx
USDCx Bridge Claim
A conversational MCP server that enables bridging USDC between Ethereum and Sta…
36235
kvrancic
The server enables Claude Code to rent, drive, and terminate Prime Intellect GP…
N/A N/A
36236
kkrizka
Enables searching for movies and TV shows and retrieving streaming availability…
81
36237
anujmv
Enables searching and retrieving documents from a local folder to ground LLM an…
N/A N/A
36238
favcrm
FavCRM Claim
Agentic CRM for service businesses — bookings, customers, WhatsApp, loyalty, in…
36239
Christopher-AS
riv-mcp Claim
Riv MCP server — a thin shell over the Riv authorization API (authorize, get_ac…
N/A N/A
36240
hightemp
mdurl Claim
Converts URL content to Markdown, providing two tools: one for extracting main …
36241
keides2
MCP server for FutureVuls vulnerability management service, enabling AI assista…
N/A N/A
36242
zajalist
Hayba Claim
An MCP server enabling AI agents to author Unreal Engine 5 scenes directly, wit…
N/A N/A
36243
V1xel
mixamo-mcp Claim
Enables Claude Code to automate Mixamo: browse/search animations, upload custom…
N/A N/A
36244
localgov-jp
mcp-server Claim
Japan central + municipal subsidies (20,810 grants, 1,627 munis). 8 tools beyon…
36245
lxg2it
MCPico Claim
MCP proxy that bundles flat tool lists into hierarchical subcommand groups to r…
36246
vpsdotorg
vps-mcp Claim
Enables AI assistants to manage VPS servers, domains, DNS records, and SSH keys…
36247
joshmsimpson
Enables reading, writing, and removing metadata from over 150 file formats usin…
N/A N/A
36248 N/A N/A 95
36249
Volpestyle
swarm-mcp Claim
MCP server that lets multiple coding-agent sessions on the same machine discove…
N/A N/A
36250
YasogaN
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
N/A N/A
Showing 36201–36250 of 66549 servers
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