MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31841
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42001
Brinkv3
Exposes RAG and document intelligence pipelines as 8 composable tools for MCP-c…
N/A N/A
42002
dimabalony
whentofly Claim
Flight search for AI agents: flexible-date cheapest round-trips with a good-pri…
42003
ramandeep5singh
Enables Claude Desktop to manage personal expenses through natural language, pr…
N/A N/A
42004
WispAyr
LFM2.5-local Claim
Run Liquid AI's LFM2.5 model locally on Mac with a chat UI and MCP server for i…
N/A N/A
42005
ROCTUP
Integrates AI agents with 1C:Enterprise databases via MCP and REST API, support…
42006
sudohakan
AI-powered penetration testing through 36 MCP tools on a containerized Kali Lin…
N/A N/A
42007
crossi-dev
velora Claim
Hosted Argentine commerce MCP: real AFIP invoicing, MercadoPago, logistics, cat…
42008
axel-belfort
Base chain DeFi yield API for AI agents. Top yield opportunities on Base L2: Ae…
81
42009
asm-2023
Pulls real and estimated shipping costs from Shiprocket and Delhivery into Clau…
42010
threepointone
Deploy a remote MCP server on Cloudflare Workers without authentication, and co…
42011
rahilp
One memory layer, every AI tool. Store anything once — recall it in Claude, Cha…
N/A N/A
42012
jkwjkw1020-bot
A specialized MCP server for semiconductor manufacturing that provides 8 tools …
81
42013
deflucaseng
Wraps the CourtListener API for real-time federal docket monitoring, with plugg…
42014
harn1shmodi
VSGuard Claim
Add proactive OWASP ASVS security guidance to coding AI agents to write secure …
N/A N/A 95
42015
lazymac2x
agent-memory Claim
Cloudflare Workers MCP server: agent-memory
42016 N/A N/A 95
42017
ranjanvipul88
A security-hardened MCP server that wraps the eToro public API, enabling AI ass…
42018
abhishekmishra06
A beginner-friendly MCP server built in plain Node.js/JavaScript that exposes f…
N/A N/A
42019
asgard-ai-platform
MCP TDCC Claim
MCP server for TDCC OpenData, enabling natural language query of Taiwan securit…
42020
riccardo-larosa
A Model Context Protocol server implementation using StreamableHTTPServerTransp…
81
42021
CSOAI-ORG
geolocation-ai-mcp MCP server by MEOK AI Labs
N/A N/A
42022
scarter4work
Enforces client-mandated development workflows with audit trails, state persist…
N/A N/A
42023
fibonex
AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…
81
42024 N/A N/A 95
42025
aryan0078
storykit-mcp Claim
MCP server for the StoryKit asset library — search and embed free, generated de…
42026
kofi-sketch
MCP server for automatic detection and redaction of PII in text, with anonymiza…
N/A N/A
42027
raulisai
mcpGetImage Claim
An MCP server for generating candy product images with white backgrounds and re…
N/A N/A
42028
estroni
UCP agentic-commerce proxy for Estroni: merino & low-tox women's activewear cat…
42029
ThinkneoAI
Enterprise AI governance layer for spend tracking, runtime guardrails, policy e…
81
42030
u9401066
Enables AI agents to precisely retrieve and analyze PDF assets (tables, figures…
N/A N/A
42031
DopplerHQ
Enables AI assistants to interact with the Doppler API for secrets management, …
42032
alma3lol
A local MCP server for Linux that records microphone audio and returns transcri…
N/A N/A
42033
pajaydev
Integrates with SchoolDigger's API to search schools, get rankings, and find di…
N/A N/A
42034
xhrusvin
MCP server that exposes a MongoDB healthcare jobs collection, enabling listing,…
42035
jrubiosainz
Bridges any local agent or LLM to Microsoft Work IQ's remote MCP server for ent…
N/A N/A
42036
solacese
Read-only MCP server for Solace PubSub+ brokers and Event Portal. Enables Claud…
42037
Jimmyh-world
A specialized gateway that simplifies Cardano blockchain integration for applic…
42038
Earlybird-Technology
An MCP server that provides image generation capabilities using Google's Gemini…
N/A N/A
42039
datamerge
DataMerge Claim
Enhances business intelligence by enriching company and contact data using doma…
81
42040
Yuchen20
ContextCrumb Claim
ContextCrumb compresses long text, local files, and MCP catalog descriptions in…
N/A N/A
42041
renanpires-tech
Enables backend test quality analysis for GPA e-commerce, including coverage an…
42042
CSOAI-ORG
cybersecurity-ai-mcp MCP server by MEOK AI Labs
N/A N/A
42043
pipeworx-io
mcp-geoapify Claim
Wraps the Geoapify Location Platform to enable geolocation and map data access …
42044
dronreef2
Search the web with full-page retrieval and contextual results. Translate text …
N/A N/A 95
42045
lithvall
TrustBench Claim
x402 provider rankings + Ed25519-signed payment receipts + signature verificati…
42046
microbiomedata
nmdc-mcp Claim
A fastmcp-based tool for writing prompts against data in the NMDC database.
42047
sunneeee
Enables AI assistants to trade Four.meme tokens on BNB Smart Chain via the Mode…
N/A N/A
42048
pipeworx-io
Lists, reads, and fetches curated business and industry RSS feeds, with filteri…
42049
AgentBonnybb
ibitlabs-mcp Claim
iBitLabs live receipts: real balance, trades, shadow rules & saga from a $1k→$1…
N/A N/A
42050
fastmcp-me
MCP server enabling interaction with Telnyx telephony, messaging, and AI assist…
Showing 42001–42050 of 66534 servers
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