MCP Server Quality Scores

Independent quality analysis of 41157 public MCP servers

41157
Discovered
29257
Scored
2095
Verified
16952
Complete

Last updated 1 hour, 37 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
40751
boisvertmath
An intelligent Model Context Protocol server that enhances GitHub Copilot with …
N/A N/A 95
40752
technoriver
chordsynth Claim
Render a chord progression to WAV. Supports 28 named presets or custom chord st…
N/A N/A 95
40753
tandem
Tandem Docs Claim
Tandem Docs is a remote MCP server for helping agents learn how to install, ope…
81
40754
1261752824
cq_mini Claim
N/A N/A 95
40755
akilat-spec
Manage employee leave with quick lookups for balances, histories, and recent ac…
N/A N/A 95
40756
MCP server for querying PostgreSQL databases
N/A N/A 81
40757
Auxin-io
A simple boilerplate MCP server that provides a basic greeting tool for demonst…
81
40758
blievens89
Enables comprehensive Google Ads campaign management and analytics through the …
81
40759
abhishek-Kumawa
Enables AI agents to manage Salesforce leads and permission sets via the MCP pr…
40760
travissavard
docs-mcp Claim
N/A N/A 95
40761
mcp Claim 1
Yaw MCP - one install, every MCP server, managed from yaw.sh/mcp
N/A N/A 81
40762
ai-research
Airesearch Claim
N/A N/A
40763
ykq007
A unified MCP server for Tavily and Brave Search APIs that features automatic A…
81
40764 N/A N/A 95
40765
szimmer24-kx1h
154 governed tools: healthcare, finance, real estate, C-suite. Ed25519-signed. …
N/A N/A
40766
Connected-Paths
Publish to Bluesky, Threads, LinkedIn, Facebook Pages, and Instagram from ChatG…
40767
mobil3801
Connect to your Supabase project to explore and query your database. List table…
N/A N/A 95
40768
design-smith
MuntuAI Claim
Hosted MCP server for MuntuAI outreach campaigns, leads, senders, domains, and …
40769
Livshitz
mcp-github Claim
MCP server for the GitHub REST API that enables interaction with repositories, …
40770
akshare-one-mcp Claim 1
MCP server that provides access to Chinese stock market data using akshare-one
N/A N/A 81
40771
mssql-writer Claim 2
MCP server for Microsoft SQL Server — read and data write operations, no DDL
N/A N/A 81
40772
Bigred97
ausdata-mcp Claim
28 tools over 9 AU gov data sources (ABS, RBA, ATO, APRA, AIHW, ASIC, AEMO, BOM…
N/A N/A
40773 N/A N/A 95
40774
jarekpiot
provenonce Claim
Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.
N/A N/A 95
40775
Ap0c123
WAHA MCP Claim
A self-hosted MCP server that connects AI clients to WhatsApp via the WAHA HTTP…
N/A N/A 95
40776
econ-watch
Enables AI assistants to interact with the Vercel REST API to manage projects, …
81
40777 N/A N/A 95
40778
BuildPulseLLC
BuildPulse CI test analytics for AI agents — flaky tests, coverage, and CI run …
40779
mbrown1837
Enables comprehensive WordPress and Elementor management through 60 powerful to…
81
40780
MCP-Mirror
Enables interaction with blockchain chains through a note storage system that a…
N/A N/A 95
40781
trypeggy
Enables searching and analyzing Facebook's public ads library to see what compa…
81
40782
solmon2011
Enables AI agents to integrate with Guardrails to check user values, make align…
81
40783
m.tavallaeinejad
bkjlkjkljlk Claim
N/A N/A 95
40784
edithatogo
OSF CLI Go Claim
Read-only MCP tools for authenticated Open Science Framework projects and files.
N/A N/A
40785
sivabhogela88
A production-ready server that enables AI assistants like Claude Desktop to sea…
N/A N/A 95
40786
buoooou
SupaUI MCP Claim
Automatically generate a variety of UI components to improve development effici…
N/A N/A 95
40787
emergentphysicslab
WaveGuard Claim
Detect anomalies in any data type using advanced wave physics simulation withou…
81
40788
clado-ai
Clado Claim
Find and qualify prospects from LinkedIn using powerful search and filters. Enr…
N/A N/A 95
40789
hobiecunningham
**Agentic Swarm Marketplace** is a hierarchical multi-agent stack for **machine…
81
40790
steiza
Enables asking natural language questions about OpenSSF Scorecard security asse…
40791
Maxteabag
A utility that helps diagnose and fix GitHub Actions workflow failures by analy…
81
40792
nausika-app
Nausika Claim
Mediterranean marine, nautical, sailing: forecasts, tides, sea routes, anchorag…
40793
pixxelboy
Enables LLMs to analyze music (genre, mood, tempo, key), separate audio stems, …
81
40794
kirandk
vsf123 Claim
N/A N/A 95
40795
LarryLemonBot
Preflight checks for paid x402 and MCP tools before marketplace listing.
40796
olasupoolalekanazeez222
agrictech-ai Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
N/A N/A 95
40797
A lightweight MCP server for Stata.
N/A N/A 81
40798
ejwhite7
BrandKit MCP Claim
Brand atomic system over MCP: verbal, visual, motion, tokens, and a magic_trick…
N/A N/A
40799
axel-belfort
Webhook testing API for AI agents. Send POST/PUT/PATCH/DELETE requests to any e…
81
40800
threepointone
Deploy a remote MCP server on Cloudflare Workers without authentication, and co…
Showing 40751–40800 of 41157 servers
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