MCP Server Quality Scores

Independent quality analysis of 64872 public MCP servers

64872
Discovered
30807
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
27651
thinktraveller
Anitabi MCP Server Claim 1
Enables users to search for anime information via the Bangumi API and discover …
C 63 34 60 45 81
27652
lakshyakumar
Utility MCP Server Claim
A TypeScript-based MCP server providing utility tools like arithmetic calculati…
C 63 34 66 35 81
27653
AlexlaGuardia
A production-grade MCP server for the WooCommerce REST API, enabling AI assista…
C 63 34 60 45 81
27654
peter120525-cmd
LAWMADI Claim
법마디(Lawmadi) OS — Korean Legal AI with 60 specialized agents and real-time stat…
C 63 34 48 65 81
27655
i-Nihal
Network MCP Server Claim
Enables AI agents to interact with Cisco IOS-XE network devices over SSH using …
C 63 34 72 25 81
27656
flightmussy Claim 1
Global flight fares for 70+ origin cities: cheapest month, typical price, as re…
C 63 35 73 50 67
27657
minjaf
Enables email management for a single mailbox via IMAP and SMTP protocols. Supp…
C 63 34 72 25 81
27658
gitwhy-cli
gitwhy-mcp Claim
The shared AI context engine for git — save, search, and share the reasoning be…
C 63 34 60 45 81
27659
drivly
Auto dev Claim
Automotive Data for AI Agents
C 63 34 50 60 81
27660
gokhanibrikci
inday-api Claim
Public holiday data for 30+ countries. Check holidays, working days, and full c…
C 63 34 54 54 81
27661
iamzeeali
A minimal todo app MCP server for ChatGPT that exposes tools for managing tasks…
C 63 34 66 35 81
27662
nielsvbrecht
An MCP server that enables natural language interaction with the MeteoControl V…
C 63 34 51 61 81
27663
twtrubiks
odoo19-mcp-server Claim 1
MCP Server for Odoo 19 ERP using JSON-RPC API, built with FastMCP. Supports CRU…
C 63 34 51 60 81
27664
PaulieB14
Limitless MCP Claim 1
An MCP server that combines both subgraphs with the Limitless REST API for mark…
C 63 34 69 28 81
27665
leadsnaviDeveloper
Mailgo Campaign Suite MCP Server AI-powered cold email campaign management thr…
C 63 34 64 39 81
27666
snapyharry-potter
Remote MCP server for Zi Wei Dou Shu / Tu Vi Dau So astrology tools, exposing r…
C 63 34 68 30 81
27667
statherm
agent-zone-mcp Claim 1
MCP server for Agent Zone — vendor-neutral infrastructure knowledge, K8s valida…
C 63 34 57 49 81
27668
pearch001
Provides AI agents with instant access to jurisdiction-specific landlord-tenant…
C 63 34 66 35 81
27669
ShinyDapps
l402-kit Claim 1
MCP server for L402-protected APIs via Bitcoin Lightning. Pay-per-call AI tools…
C 63 34 57 N/A N/A 50 81
27670
josephtandle
Enables AI assistants to manage Instagram Business accounts by automating conte…
C 63 34 68 30 81
27671
surajpratap
Zoom MCP Server Claim
Enables interaction with the Zoom API to manage meetings, retrieve cloud record…
C 62 34 60 39 81
27672
Codemend
Codemend MCP Server Claim 1
Connects AI tools directly to Codemend production error monitoring to list, ana…
C 62 34 66 30 81
27673
austenstone
mcp-primer Claim 1
An MCP server that enables AI models to render GitHub's Primer React components…
C 62 34 63 37 81
27674
clawsouls
Provides tools for AI agent persona management, safety verification, and effici…
C 62 34 66 32 81
27675
amulya-acharya
mcp-doc-chat Claim
Enables interactive chat with AI models and document retrieval via the Anthropi…
C 62 34 66 30 81
27676
Forge-Systems-Hub
@monsoft/mcp-fal-ai Claim 1
An MCP server that integrates with fal.ai to provide AI agents with tools for i…
C 62 34 63 35 81
27677
roderickch01
mcp-server-starter Claim 1
A skeleton MCP server in Python for exposing custom tools (e.g., echo, add) to …
C 62 34 54 49 81
27678
MeeraMendhe
MCP Chat Claim
A command-line interface application enabling interactive chat with AI models v…
C 62 34 66 30 81
27679
zhaohongyuziranerran
Detects AI-generated content by analyzing 24 writing patterns, provides style a…
C 62 34 68 25 81
27680
RajendraPrasad96536
Enables analysis of wholesale medicine purchase data by providing tools for inv…
C 62 34 68 27 81
27681
geoicons
GraphAPI MCP Claim
A Python-based MCP server that enables authenticated Microsoft Graph API calls …
C 62 34 60 40 81
27682
syntropicsignal-ai
Loxone Miniserver MCP Claim 1
MCP server for Loxone Miniserver - expose smart-home rooms, controls, and comma…
C 62 34 51 56 81
27683
jfdjaf
A minimal local MCP server that wraps any Claude Messages API-compatible upstre…
C 62 34 48 60 81
27684
HubLensOfficial
mcp-server Claim
Query daily trending open-source projects from GitHub & Hacker News with AI-gen…
C 62 34 54 50 81
27685
britive
Enables AI agents and users to interact with the Britive platform for dynamic a…
C 62 34 66 31 81
27686
awaketai
pg-mcp Claim
Enables natural language querying of PostgreSQL databases through the Model Con…
C 62 34 68 27 81
27687
microsnow
MySQL MCP Server Claim
A Model Context Protocol service that enables AI assistants to directly query a…
C 62 34 72 22 81
27688
lydiahallie
A minimal MCP server that enables AI assistants to manage a kanban issue board.…
C 62 34 66 32 81
27689
Kallind
IIITH Mess MCP Claim
Enables LLMs to interact with the IIIT Hyderabad Mess System to manage meal reg…
C 62 34 54 52 81
27690
eCriswell7
Official airline award MCP. Search 12.3M+ award flights across 48 loyalty progr…
C 62 34 72 21 81
27691
mintmas
Darknet threat intelligence MCP server with 10 tools powered by 12,000+ vectori…
C 62 34 68 28 81
27692
Apviso
APVISO MCP Server Claim
Enables interaction with the APVISO AI-powered penetration testing platform to …
C 62 34 60 42 81
27693
vinodc-aspire
Enables Claude Cowork to interact with a PostgreSQL database for navigating edu…
C 62 34 66 30 81
27694
joshfwaldman1
econstats-mcp Claim
Economic data MCP server that connects FRED, BLS, BEA, IMF, World Bank, and ECB…
C 62 34 66 32 81
27695
lepoco
openapi Claim
Fetch, validate, and generate code or curl from any OpenAPI or Swagger spec - a…
C 62 34 52 45 86
27696
Shriram-Vasudevan
Integrations MCP Claim 1
A comprehensive MCP server providing over 390 tools across 66 providers, includ…
C 62 34 68 27 81
27697
zhaohongyuziranerran
ai-image-gen-mcp Claim
Provides multi-model AI image generation via MCP tools, supporting Seedream, SD…
C 62 34 68 25 81
27698
kwikkid
gcal-mcp Claim 1
An MCP server for managing Google Calendar and Tasks with energy-aware scheduli…
C 62 34 53 53 81
27699
cholhwanjung
Enables searching, retrieving, and reading academic papers from arXiv while ana…
C 62 34 66 30 81
27700
hostkitpt
Hostkit MCP Claim 1
MCP server for the Hostkit API, enabling management of properties, reservations…
C 62 34 57 45 81
Showing 27651–27700 of 64872 servers
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