MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34751
smileCompiler
Enables interaction with Google Ads data via Claude Desktop, providing tools fo…
34752
danieldoderlein
llm-bus Claim
Coordinate multiple AI agents over MCP: atomic claims, leases, shared ledger, h…
34753
jeongho54
An MCP server that provides structural load and stability math (tipping, suppor…
34754
SemblanceLabs
Enables AI assistants to interact with Trello boards, cards, lists, and more th…
34755
cUDGk
ffmpeg-mcp Claim
Enables LLMs to safely execute ffmpeg and ffprobe operations by passing argumen…
N/A N/A
34756
realfastAI
Enables AI models to interactively explore, analyze, and manage Salesforce orga…
N/A N/A
34757
eminogrande
Provides portable working rules and tooling instructions as MCP resources, ensu…
N/A N/A
34758
pipeworx-io
Enables searching for indicators of compromise from ThreatFox by file hash (MD5…
34759
wenjiachengy
Enables secure interaction with MySQL databases through listing tables, reading…
81
34760
SSIG-IT
An MCP server that connects Claude to a 3CX Phone System (V20+), enabling user …
34761
divyashah0510
A ServiceNow integration server for the Model Context Protocol that enables aut…
34762
willermo
Enables agents to classify, audit, and plan documentation using the Diataxis fr…
N/A N/A
34763
harshil1502
sarvam-mcp Claim
A type-safe MCP server for the Sarvam AI API that enables chat, translation, tr…
N/A N/A
34764
OriShmila
Provides access to Wikipedia through 10 tools including search, article retriev…
N/A N/A
34765
jefflee1990710
One MCP server that enables LLM agents to read, post, comment, and engage on fo…
N/A N/A
34766
My-Outcasts
A local MCP server that captures coding context, tracks developer sessions, and…
N/A N/A
34767
ntunes
Enables management of network devices via SSH using Netmiko, supporting command…
N/A N/A
34768
martin-papy
Enables AI development tools to perform semantic search and document relationsh…
34769
EricGrill
MCP-IPFS Claim
A Model Context Protocol server that enables Claude to interact directly with I…
N/A N/A
34770
abossard
drawio-mcp Claim
Enables AI assistants to create, read, and edit draw.io diagrams with live prev…
N/A N/A
34771
devzspy
A Model Context Protocol server for Discourse forums, extended with review queu…
34772
zainbacchus
A read-only Telegram MCP server that retrieves messages from your DMs, groups, …
N/A N/A
34773
sonjong980304-tech
Automatically selects comparable peer companies for unlisted valuation targets …
34774
devicebase
Enables remote control of mobile devices via the Devicebase API, including touc…
34775
nader-hbo
A Model Context Protocol (MCP) server that provides comprehensive documentation…
34776
hemichaeli
AI-powered MCP server for analyzing pinuy-binuy (urban renewal) real estate pro…
34777
huikku
Provides broad, typed access to the ftrack Studio production-tracking API for L…
34778
matthewgjohnson
ask-another Claim
Enables AI assistants to query hundreds of models across OpenAI, Google, and Op…
34779
335
Scouter MCP Claim
Query Scouter APM (objects, counters, XLog transactions) over stdio via a Scout…
N/A N/A
34780
null
Enable AI assistants to perform web searches using Perplexity's Sonar Pro.
81
34781
freebeiro
A Cloudflare Worker that provides API access to Postman collections and environ…
34782
melisasvr
An AI-powered deep research agent that automates the full research pipeline fro…
34783
123itsfree
MCP server that connects AI agents to a real Chrome browser via a WebSocket ext…
N/A N/A
34784
openprints
Enables AI agents to browse products, upload designs, place print orders, track…
34785
andreehultgren
Provides tools for semantic search, CRUD, verification, and reindexing of docum…
N/A N/A
34786
shivam-singh-au17
Provides AI assistants with read-only access to AWS CloudWatch Logs for product…
N/A N/A
34787
socfortress
Enables natural language interaction with Velociraptor DFIR through MCP, allowi…
34788
Lisito11
Connect your LLMs to SQL databases safely and intuitively using the Model Conte…
34789
lea-blum
Local MCP server for token optimization, providing tools to compress code/JSON,…
N/A N/A
34790
k1y0miiii
tbro-mcp Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
N/A N/A
34791
Wattlesol
auth-mcp Claim
Fast, low-latency MCP server for authentication services, enabling AI agents li…
34792
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
N/A N/A
34793
broven
Enables interacting with TickTick tasks and projects through natural language v…
34794
shiz81463
BlenderMCP Claim
Connects Blender to Claude AI through MCP, allowing Claude to directly interact…
N/A N/A
34795
danielproxd2
MCP_CAD Claim
A SolidWorks-resident AI copilot for Mexican autoparts manufacturing PYMEs that…
N/A N/A
34796
TheMossConcept
Enables sending emails and creating drafts through the Gmail API with OAuth 2.0…
N/A N/A
34797
xneyder
dialfetch Claim
Give your AI agent a phone: place calls, navigate IVRs, wait on hold, get struc…
34798
reactome
reactome-mcp Claim
Enables AI assistants to search, browse, analyze, and export biological pathway…
34799
MagicTurtle-s
A skill-based Microsoft 365 admin MCP server that exposes 4 base tools to execu…
N/A N/A
34800
molpass
numerology Claim
Calculates Pythagorean numerology core numbers (Life Path, Expression, Soul Urg…
N/A N/A
Showing 34751–34800 of 66549 servers
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