MCP Server Quality Scores

Independent quality analysis of 64728 public MCP servers

64728
Discovered
30691
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33951
colapsis
transfa Claim
Ephemeral file transfer for AI agents and CI/CD pipelines — upload any file, ge…
33952
Dw-Dwain
Local-first memory for AI chats: save context in one chat, load it in any other…
N/A N/A
33953
AElfProject
Enables interaction with AElf blockchain nodes, allowing users to read chain st…
33954
subzone
A local knowledge graph MCP server that provides AI agents with permanent, stru…
N/A N/A
33955
benagricola
Provides read-only access to Odoo databases via OdooRPC, allowing AI assistants…
33956
Qbandev
Enables AI assistants to query blockchain data across 30+ networks via Infura, …
33957
forgemeshlabs
travel-mcp Claim
Public travel search workflow MCP server for airport lookup, route comparison, …
33958
scarr7981
Provides LLMs with structured workflow guidance and next-step instructions for …
N/A N/A
33959
A0Nexus-bit
Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-cal…
N/A N/A
33960
Anuragck
Enables AI assistants to publish blog posts directly to Dev.to via the Model Co…
33961
eleva
A minimal MCP server deployed on AWS Lambda and API Gateway using AWS CDK, enab…
33962
pipeworx-io
MCP server that provides access to NOAA Tides & Currents data including tide pr…
33963
lonzzi
A Model Context Protocol (MCP) server that allows LLMs to search for movies and…
33964
yahiaklk
kothar Claim
Context-aware MCP server advisor. Tells you what to install for your specific p…
N/A N/A
33965
liuyuyan6100
Provides tools for calculating math expressions and querying weather, demonstra…
N/A N/A
33966
esurovtsev
finance-mcp Claim
A minimal MCP server that converts company names to stock symbols and fetches f…
33967
IamFreak10
mcpv3e Claim
A simple MCP server with hello and echo tools, built using the MCPize framework.
33968
danielsalles
100+ pre-built SaaS integrations for builder apps. Multi-tenant, scoped per end…
33969
zssty2010
Enables AI assistants to generate images and videos via the Agnes AI API, suppo…
33970
ericporres
Connects WhatsApp group chats to Claude, enabling reading, searching, exporting…
33971
mroops0111
Mount many OpenAPI specs (or your existing FastAPI app) as MCP servers in one p…
33972
Legitifier
legitify-mcp Claim
Enables AI agents to submit, check, and manage human attestation requests for A…
N/A N/A
33973
PsychQuant
Enables executing Python scripts, rendering scenes, and controlling 3D objects …
N/A N/A
33974
joeswann
An MCP server that enables Claude and other clients to manage personal finances…
33975
scottehastings16
An unofficial MCP server that enables natural language management of Adobe Targ…
N/A N/A
33976
keenableai
An MCP server that enables web search and page content retrieval via the Keenab…
33977
steuerboard
MCP server for the Steuerboard API, enabling interaction with Steuerboard servi…
N/A N/A
33978
mowaffak-alameen
Enables Claude to query ARMLS Spark/FlexMLS real estate data including active l…
N/A N/A
33979
CAPTW
Provides offline semantic search and reading of IMO maritime rules (SOLAS, MARP…
N/A N/A
33980
calltelemetry
An MCP server that enables AI assistants to manage Cisco Unified Communications…
N/A N/A
33981
0xadvait
Enables users to plan, coordinate, and govern multi-agent teams using MongoDB f…
33982 N/A N/A 95
33983
gustavodaitx
Enables reading data from a Google Sheets spreadsheet via the read_sheet tool, …
33984
the-agents-work
taw-computer Claim
An MCP server that provides AI agents with a full Ubuntu desktop environment in…
33985
d-wwei
Provides native macOS desktop automation for AI agents, enabling screen capture…
N/A N/A
33986
Lyosis
Safari Web Extension + Node.js MCP bridge giving Claude Desktop full control ov…
N/A N/A
33987
mz462
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
33988
yoloyash
A self-hosted MCP server providing web search and URL fetching tools, running l…
N/A N/A
33989
HelenNguyen1611
MCP Server to log time and view Jira statistics directly from Cursor IDE.
N/A N/A
33990
MCP-Mirror
Routes MCP requests intelligently to multiple backend servers through a single …
81
33991
junter1989k-ai
Thailand Leceipt e-Tax: AI agents create, poll and download e-Tax Invoices, sta…
33992
Squixx
Self-hostable remote MCP server for Lunch Money with built-in OAuth 2.1, enabli…
33993
l4b4r4b4b4
A production-ready MCP server for YouTube integration with intelligent caching.…
33994
pnientiedt
Persistent AI knowledge base for Claude via Model Context Protocol — fully offl…
N/A N/A
33995
edutacara
MCP server for network operations that lets AI assistants interact with Cisco/J…
N/A N/A
33996
CSOAI-ORG
ad-copy-ai-mcp MCP server by MEOK AI Labs
N/A N/A 95
33997
nagendramishr
Enables AI assistants to search, query, and manage Azure AI Search indexes usin…
N/A N/A
33998
global-mysterysnailrevolution
Enables controlling linear rails via natural language commands through Claude A…
33999
sandraschi
Conversational AI control for Software Defined Radio via the Model Context Prot…
N/A N/A
34000
ThatDayneGuy
Enables AI assistants to directly interact with Autotask PSA for ticket triage,…
Showing 33951–34000 of 64728 servers
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