MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48951
methodify
Provides a stateful local Spark session for running PySpark and SQL cells, enab…
48952
Mudrava
MCP server for PixelFixer, a visual bug tracking and kanban board tool. Connect…
N/A N/A
48953
yeswanthreddyk
facebook-mcp Claim
Enables analytics and management of Facebook Pages through the Meta Graph API, …
N/A N/A
48954
VisionAIrySE
Pick the right LLM for any task. Ranked shortlist with rationale across 8 evalu…
48955
EduardoMoraga
Turns Claude Code into an AI Agent Studio with a guided menu and 11 tools to de…
N/A N/A
48956
dachhack
stathead-mcp Claim
Fantasy football analytics: stats, dynasty, projections, prospects, Sleeper lea…
N/A N/A
48957
wushanyun64
acsearch-mcp Claim
MCP server for acsearch.info, enabling search, retrieval, price history, and co…
48958
Dissipative-ATLAS
Bridges JLCPCB/Lichuang EDA Pro with MCP clients to export and analyze schemati…
N/A N/A
48959
DerekHutchinson
AppMCP Claim
AppMCP enables AI agents to build and publish self-contained HTML apps that que…
48960
wzj177
A free search MCP server powered by SearXNG, offering various search types with…
48961
Ohalo-Ltd
Enables Claude to search, retrieve, and analyze indexed files with sensitivity …
48962
karthikasasanka
Enables natural language product management (CRUD) with multiple classification…
N/A N/A
48963
Unfathomable-siren38
Enables running interactive terminals inside Claude Code and Claude Desktop, su…
N/A N/A
48964
vivekhaldar
mcpboot Claim
Generates and serves an MCP server from a natural language prompt, without requ…
N/A N/A
48965
akshay112376
Virohana business catalogue, pricing, company info & quote intake. Bearer auth,…
48966
minhhq-a1
Odoo Pulse Claim
An AI business analyst for your Odoo ERP. Ask one question, get one answer — nu…
48967
dineshkumar181094
This MCP server enables any MCP client to generate avatars and videos using the…
48968
buitanphat247
MCP Server Claim
Node.js MCP server for ChatGPT with OAuth 2.0 authorization code flow + PKCE, r…
48969
NivaucchuRabuessa
A minimal Model Context Protocol server template demonstrating basic implementa…
81
48970
NanthagopalEswaran
An MCP server exposing calculator, file read, and file write tools for the Gemi…
N/A N/A
48971
nycsav
geo-audit Claim
Evaluates any website's AI visibility with 15 checks across crawlability, struc…
N/A N/A
48972
drashrafsaiyed-cyber
Control Instagram from Claude: publish photos, reels, and carousels, read accou…
48973
JSONbored
Search the HeyClaude directory of Claude Code agents, MCP servers, skills, and …
48974
greybeam
Greybeam MCP Claim
A single MCP server that lets agents query data through the Greybeam routing la…
48975
OVDEN13
Read and write a self-hosted TriliumNext knowledge base over its ETAPI.
N/A N/A
48976
clauxel
Paid remote MCP for safety replays, policy gates, eval receipts, and release ev…
48977
true402
An MCP server that enables AI agents to access paid AI inference and web tools …
48978
wenyue
Exposes app-registered tools as an MCP server for OpenClaw, forwarding actual t…
48979
MrMao007
Enables automated interaction and data scraping for Xiaohongshu (RedNote), incl…
N/A N/A
48980
rfalexandre
Pharus MCP Claim
A Python MCP server for integrated discovery and querying of investigative serv…
81
48981
m9810223
tldraw-mcp Claim
Minimal MCP server for editing tldraw .tldr files via JSON manipulation. Headle…
N/A N/A
48982
Decilion
ghed-mcp Claim
A Model Context Protocol (MCP) server that gives AI assistants like Claude dire…
48983
harisnadeem
A lightweight, fast MCP server for Google Search Console. Query search analytic…
48984
lv042
Enables AI assistants to perform real-time web and academic searches using Perp…
48985
axel-belfort
Comprehensive on-page SEO audit API for AI agents. Analyze any URL: meta tags, …
81
48986
kanishka-namdeo
Production-grade financial data infrastructure for AI assistants, providing rel…
N/A N/A
48987
rodaddy
ProxmoxMCP Claim
A Python-based MCP server for interacting with Proxmox hypervisors, enabling ma…
48988
hemantkamalakar
A production-ready MCP server that bridges physical sensor data with AI reasoni…
N/A N/A
48989
bluestratus
agenticfeed Claim
Find AI-ready merchant feeds: resolve a store domain to its ID and fetch full p…
48990
SMS-Masivos
Enables AI assistants to send SMS, manage contacts, verify numbers, and query c…
48991
Havix0101
Arkon Vault Claim
Private projects, preflight, decisions, and handoffs that keep work continuous …
48992
MaidedPonce
My First MCP Claim
A basic MCP server implementing a weather tool using Next.js and the Vercel MCP…
48993
gkaffen338
oneshot-mcp Claim
Search receipt-verified agent build packs, with each pack's real M-of-N pass ra…
N/A N/A
48994
speakeasy-api
mcp Claim
Model Context Protocol (MCP) Server for the mcp API.
48995
InfraMCP
MCP server for managing Foreman hosts and infrastructure. Enables listing, sear…
48996
bhdhiman
Enables AI assistants to read positions, deals, and orders from the RGO trading…
N/A N/A
48997
shikharvashistha
sumo-mcp Claim
Integrates SUMO traffic simulation with the Model Context Protocol for autonomo…
N/A N/A
48998
Thammasok
sample-mcp Claim
A sample MCP server built with Node.js and TypeScript, demonstrating the three …
N/A N/A
48999
globalpocket
An MCP routing proxy that prevents LLMs from executing unintended tools. It sec…
N/A N/A
49000
comeonzhj
Automatically extracts actionable methodologies from articles and URLs, stores …
N/A N/A
Showing 48951–49000 of 67226 servers
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