MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31813
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
59251
wenjiachengy
Enables secure interaction with MySQL databases through listing tables, reading…
81
59252
SSIG-IT
An MCP server that connects Claude to a 3CX Phone System (V20+), enabling user …
59253
pipeworx-io
Enables searching for indicators of compromise from ThreatFox by file hash (MD5…
59254
Adityaaery20
media-mcp Claim
Local image and video processing MCP server with 13 tools for resize, convert, …
N/A N/A 95
59255
realfastAI
Enables AI models to interactively explore, analyze, and manage Salesforce orga…
N/A N/A
59256
CSOAI-ORG
Signed, hash-chained, tamper-evident AI incident records. EU AI Act Article 73 …
N/A N/A
59257
OriShmila
Provides access to Wikipedia through 10 tools including search, article retriev…
N/A N/A
59258
Askline Claim 1
Askline shows what ChatGPT says about a brand, then the SEO that feeds it.
67
59259
willermo
Enables agents to classify, audit, and plan documentation using the Diataxis fr…
N/A N/A
59260
divyashah0510
A ServiceNow integration server for the Model Context Protocol that enables aut…
59261
harshil1502
sarvam-mcp Claim
A type-safe MCP server for the Sarvam AI API that enables chat, translation, tr…
N/A N/A
59262
mosafly
Enables AI coding agents to read each other's conversation history read-only an…
N/A N/A
59263
jefflee1990710
One MCP server that enables LLM agents to read, post, comment, and engage on fo…
N/A N/A
59264
My-Outcasts
A local MCP server that captures coding context, tracks developer sessions, and…
N/A N/A
59265
martin-papy
Enables AI development tools to perform semantic search and document relationsh…
59266
ntunes
Enables management of network devices via SSH using Netmiko, supporting command…
N/A N/A
59267
crabcut
Generate TikTok, Shorts, and Reels-ready clips from any YouTube video, powered …
81
59268
EricGrill
MCP-IPFS Claim
A Model Context Protocol server that enables Claude to interact directly with I…
N/A N/A
59269
abossard
drawio-mcp Claim
Enables AI assistants to create, read, and edit draw.io diagrams with live prev…
N/A N/A
59270
devzspy
A Model Context Protocol server for Discourse forums, extended with review queu…
59271
zainbacchus
A read-only Telegram MCP server that retrieves messages from your DMs, groups, …
N/A N/A
59272
tahaswx
Enable powerful web search and content extraction capabilities. Perform web sea…
N/A N/A 95
59273
sonjong980304-tech
Automatically selects comparable peer companies for unlisted valuation targets …
59274
CSOAI-ORG
Software Bill of Materials generation + validation in CycloneDX 1.6 and SPDX 2.…
N/A N/A
59275
brandonbosco
Provides access to Civic Plus - See Click Fix, allowing you to interact with y…
N/A N/A 95
59276
hemichaeli
AI-powered MCP server for analyzing pinuy-binuy (urban renewal) real estate pro…
59277
huikku
Provides broad, typed access to the ftrack Studio production-tracking API for L…
59278
nader-hbo
A Model Context Protocol (MCP) server that provides comprehensive documentation…
59279
matthewgjohnson
ask-another Claim
Enables AI assistants to query hundreds of models across OpenAI, Google, and Op…
59280
danielsmithdevelopment
ClawQL Claim 1
An MCP server for API discovery and execution with a token-efficient search -> …
81
59281
devicebase
Enables remote control of mobile devices via the Devicebase API, including touc…
59282
DoughyJoeyD
Marketplace-seller tools: listing audits, PPC kits, pricing, compliance. Paid v…
59283
freebeiro
A Cloudflare Worker that provides API access to Postman collections and environ…
59284
Feeless402
nano-pay Claim
Pay for x402-priced APIs with feeless, sub-second Nano (XNO) micropayments from…
N/A N/A
59285
melisasvr
An AI-powered deep research agent that automates the full research pipeline fro…
59286
123itsfree
MCP server that connects AI agents to a real Chrome browser via a WebSocket ext…
N/A N/A
59287
reflex Claim 1
Browser automation for AI agents: compressed page snapshots, batched actions, f…
N/A N/A 81
59288
shivam-singh-au17
Provides AI assistants with read-only access to AWS CloudWatch Logs for product…
N/A N/A
59289
openprints
Enables AI agents to browse products, upload designs, place print orders, track…
59290
Lisito11
Connect your LLMs to SQL databases safely and intuitively using the Model Conte…
59291
elliot-evno
A basic MCP server template with example tools for echoing messages and retriev…
N/A N/A 95
59292
andreehultgren
Provides tools for semantic search, CRUD, verification, and reindexing of docum…
N/A N/A
59293
socfortress
Enables natural language interaction with Velociraptor DFIR through MCP, allowi…
59294
lea-blum
Local MCP server for token optimization, providing tools to compress code/JSON,…
N/A N/A
59295
scott-pallas
Enables natural language queries to Firewalla Gold for read-only network securi…
N/A N/A
59296
k1y0miiii
tbro-mcp Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
N/A N/A
59297
danielproxd2
MCP_CAD Claim
A SolidWorks-resident AI copilot for Mexican autoparts manufacturing PYMEs that…
N/A N/A
59298
broven
Enables interacting with TickTick tasks and projects through natural language v…
59299
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries to…
81
59300
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
N/A N/A
Showing 59251–59300 of 66484 servers