MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56951
Setell-AI
Setell Claim
Modern quote to cash powered by AI
56952
Labs64 NetLicensing MCP server for AI-driven software license lifecycle managem…
N/A N/A 69
56953
Revex-Agency
An MCP server that gives AI assistants direct access to the FEMA National Flood…
N/A N/A
56954
elevanaltd
Enables interaction with SmartSuite workspace data through natural language, pr…
81
56955
meir-may
LLMemory Claim
Enables VS Code agent mode to search and retrieve context from your LLMemory va…
56956
Gowthaman90
mcp-bastion Claim
Reliability + security proxy for MCP: runtime tool-security and a compliance-ma…
N/A N/A
56957
doubledare704
MCP server for WhiteBit cryptocurrency exchange API, enabling market data retri…
56958
VamsiSudhakaran1
release-gate Claim
Pre-deploy security auditor for AI agent code — the risks generic SAST misses.
N/A N/A
56959
glowhub-1028
inflow Claim
MCP server for agent-native and human-accessible payments using MPP and x402 pr…
56960
CabalSpy
KOL, smart money & whale wallets API on Solana, BNB, Base, ETH: Wallet tracker,…
56961
Pantani
Build real visual systems in TouchDesigner from plain language with Claude, Cur…
N/A N/A
56962
mark-o298
MCP server for Brevo email marketing platform enabling campaign management, ana…
56963
TitianFunke
Enables interaction with The Things Industries LoRaWAN platform via MCP tools, …
N/A N/A
56964
jbouder
MCP server that provides AI coding agents automatic access to AGENTS.md documen…
N/A N/A
56965
PreistlyPython
Enables AI assistants to interact with Metasploit Framework through 28 comprehe…
N/A N/A 95
56966
humanmenu
humanmenu Claim
Human Menu is a marketplace where AI clients post tasks for human workers.
N/A N/A
56967
artemisiavertus
Enables AI assistants to control a browser for web automation tasks, including …
56968
colesmcintosh
MCP Demo Claim
A FastMCP server providing hackathon overview resources and reusable starter pr…
N/A N/A
56969
Xsaven
A secure, vector-based task management server for Claude Desktop using sqlite-v…
N/A N/A
56970
Keenan-ux
boothcheck Claim
What a stock price is betting on: implied growth, duration, and margin, read fr…
56971
u-Operating-System
Enables querying Base Network blockchain data including blocks, transactions, b…
56972
sanshao85
Enables AI agents to play Gomoku (五子棋) against each other through MCP tools, in…
N/A N/A
56973
WeiYu021
Enables generating and editing images using OpenRouter's API with Gemini 2.5 Fl…
81
56974
EvidInvest
Hybrid search over SEC filings, earnings transcripts, and a third-party data ma…
N/A N/A
56975
bhayanak
Enables AI assistants to interact with Datadog's observability platform via nat…
56976
Auxin-io
Provision demo user identities to test and prototype workflows securely. Explor…
N/A N/A 95
56977
llu929
sostenuto Claim
Provides a selective persistent memory layer for AI companions, enabling struct…
56978
cyanheads
Search posts, profiles, feeds, threads, and trending topics on Bluesky.
56979
geezerrrr
Enable AI assistants to perform web searches using Exa's powerful search API. G…
N/A N/A 95
56980
AI-Directory-Partners
Search a catalog of 2,000+ AI tools, compare them, find alternatives, and check…
56981
stonesteel84
Kickstart development with a ready-made TypeScript project for quickly adding t…
N/A N/A 95
56982
AntonioBlago
Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & o…
56983
Ception
expo-docs Claim
Enables fast, offline search and retrieval of Expo documentation from local .md…
N/A N/A
56984
vosesoftware
Enables Monte Carlo risk modeling in Excel via conversation, including model bu…
N/A N/A
56985
rsi-ai-platform
Browser-based research MCP server that drives a real Chromium browser via patch…
N/A N/A
56986
lcapossio
fpgaZeroMCP Claim
An MCP server for FPGA toolchain operations including linting, simulation, synt…
N/A N/A
56987
mufasadb
code-grapher Claim
Enables Claude to intelligently analyze and query codebases using knowledge gra…
N/A N/A
56988
yannyhl
Melo Claim
An agentic MCP server for Roblox Studio that provides over 45 tools for script …
N/A N/A 95
56989
c0x12c
@uselink/mcp Claim
MCP server to publish HTML/Markdown docs, upload assets, and reply to stakehold…
56990
Perufitlife
postwire-mcp Claim
Smart Distribute: one prompt → the best native post per platform, then publish …
N/A N/A
56991
tunde-alao
Social MCP Claim
MCP server for extracting transcripts from Instagram videos using AssemblyAI, e…
N/A N/A
56992
benjamesmurray
deliver-cli Claim
Transforms AI agents into spec-driven product engineers by managing the softwar…
N/A N/A
56993
M0TT3P
digihub-mcp Claim
MCP server for the digihub.li content API, enabling Claude to read and write St…
N/A N/A
56994
matheswarwan
MCP server for Salesforce Interaction Studio that enables listing and managing …
56995
Bishop81
Find WordPress plugin opportunities: abandoned, low-rated, or poorly-supported …
N/A N/A
56996
swseo92
outlook-mcp Claim
N/A N/A 95
56997
cyberimaginationsi-gif
cyber-si-mcp Claim
N/A N/A 95
56998
arbajian
Enables access to USPTO patent data through multiple APIs including patent sear…
56999
CryptoLibertus
myvideogift Claim
Create and deliver personalized video gifts (photos + an original song) from an…
N/A N/A
57000
nobleblocks
Search 340M+ academic papers — citation graphs, semantic similarity, and AI lit…
Showing 56951–57000 of 66495 servers