MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64001
introman2023
Search 160k+ Russian B2B products from 8,900+ verified manufacturers (EN/RU).
— ○ ⏳ — — — — — —
64002
octoparse
Official Octoparse MCP server for template discovery, cloud tasks, and structur…
— ○ ⏳ — — — — — —
64003
Mallet-Dev
Enables AI agents to edit video using text-based proxies, motion graphics via H…
— ○ ⏳ — N/A N/A — — —
64004
shark-bot-0118
An MCP server that automatically generates static websites from natural languag…
— ○ ⏳ — N/A N/A — 95 —
64005
zoro
Zoro Claim
Nag MCP powers reminder scheduling that actually sends email (and supports webh…
— ○ ⏳ — — — — 81 —
64006
signaledi
SignalEDI Claim
EDI parse, validate, send & inspect (X12/EDIFACT) from any MCP client. Demo wit…
— ○ ⏳ — N/A N/A — — —
64007 — ○ ⏳ — N/A N/A — 95 —
64008
mateusoliveirab
Acts as a unified dispatch hub for local coding agent CLIs, supporting capabili…
— ○ ⏳ — N/A N/A — 95 —
64009
cmendes0101
Sipflow Claim
SIP/VoIP/telecom grounding for AI agents: vendor docs, RFCs, STIR/SHAKEN, trace…
— ○ ⏳ — — — — — —
64010
periskop-ai
Product discovery for AI agents: ranked products and bundles from the open merc…
— ○ ⏳ — — — — — —
64011
KI4JLU
mcp-blanko Claim
A template for building MCP servers in TypeScript with placeholder tools and du…
— ○ ⏳ — — — — — —
64012
pushkar0108
Signvoy Claim
Send documents for e-signature, track signing status, and download signed PDFs.…
— ○ ⏳ — — — — — —
64013
sebazai
faceit-mcp Claim
Enables AI assistants to query the FACEIT platform for players, matches, hubs, …
— ○ ⏳ — — — — — —
64014
clauxel
Paid remote MCP for agent design system guard MCP, structured receipts, audit l…
— ○ ⏳ — — — — — —
64015
Jasonrve
A minimal MCP server offering a hello_world tool that returns a greeting and cu…
— ○ ⏳ — — — — — —
64016
josephsenior
An MCP server that gives AI coding agents real-time access to the public-apis d…
— ○ ⏳ — N/A N/A — — —
64017
yevheniikravchuk
Enables git repository operations through REST endpoints, providing access to r…
— ○ ⏳ — N/A N/A — 95 —
64018
mberjans
Enables automation of Google Jules AI coding assistant through task creation, c…
— ○ ⏳ — — — — 81 —
64019
cdmarshall14
Provide a standardized interface to access and manage HubSpot CRM data efficien…
— ○ ⏳ — N/A N/A — 95 —
64020
xiaou66
Precisely filter and fetch API documentation from Apifox or any OpenAPI URL, re…
— ○ ⏳ — — — — — —
64021
CrispyW0nton
Enables browsing and collecting course materials from Brightspace through Chrom…
— ○ ⏳ — N/A N/A — — —
64022
Szatek
An MCP server that allows AI agents to search and retrieve GIFs using the Giphy…
— ○ ⏳ — — — — — —
64023
johnisanerd
Google Local Claim
Find local businesses on Google: name, address, phone, hours, ratings, and phot…
— ○ ⏳ — — — — — —
64024
SolvoHQ
Through-the-upgrade dependency-migration briefs for LLM coding agents.
— ○ ⏳ — N/A N/A — — —
64025
agentkitai
Enables agent-to-agent discovery and delegation via MCP, with tools for registe…
— ○ ⏳ — N/A N/A — — —
64026
qualityclouds
Checks AI-written code against your rules as it is written, and keeps a record …
— ○ ⏳ — — — — — —
64027
rillsoft
MCP server built into Rillsoft Project 10 for multi-project resource planning (…
— ○ ⏳ — N/A N/A — — — C
64028
BitsofJeremy
Enables interaction with Futurama quotes through Claude Desktop by connecting t…
— ○ ⏳ — — — — 81 —
64029
eriknewton
sanctuary Claim
Open-source MCP server: encrypted local keys and state, operator approval gates…
— ○ ⏳ — N/A N/A — 95 —
64030
sebastianall1977
gmail-mcp5 Claim
— ○ ⏳ — N/A N/A — 95 —
64031
LowOrbitLab
This MCP server exposes an anti-detect Firefox browser that passes bot-detectio…
— ○ ⏳ — N/A N/A — — —
64032
junqing258
linkedin-mcp Claim
Automates LinkedIn recruiting tasks such as login, search with filters, paginat…
— ○ ⏳ — N/A N/A — — —
64033
robinebers
An MCP server that enables AI models to search the web using OpenAI's 4o-mini S…
— ○ ⏳ — — — — 81 —
64034
archoor
AI-analyzed startup & product opportunities mined from Reddit, Hacker News, Pro…
— ○ ⏳ — — — — — —
64035
brinzl
Connects AI applications with Salesforce Commerce Cloud for product management,…
— ○ ⏳ — — — — — —
64036
badin017
ocp-mcp Claim
An MCP server for managing multiple OpenShift Container Platform (OCP) clusters…
— ○ ⏳ — N/A N/A — — —
64037
ysharma79
A universal MCP server providing calculator and API calling tools, deployable o…
— ○ ⏳ — — — — — —
64038
Keenan-ux
boothcheck Claim
What a stock price is betting on: implied growth, duration, and margin, read fr…
— ○ ⏳ — — — — — —
64039
AeroSpark-ai
Check a document for hidden text before your agent reads it. PDF, Office, RTF, …
— ○ ⏳ — — — — — —
64040
fastmcp-me
falcon-mcp Claim
Model Context Protocol server that connects AI agents with CrowdStrike Falcon p…
— ○ ⏳ — — — — — —
64041
Sayalab
Sayalabs MCP Claim
A production-ready MCP server that injects a team of subagent interns, web sear…
— ○ ⏳ — — — — — —
64042
jayvee6
LLM access to Apple Mail and iCloud via AppleScript. Read, search, compose, rep…
— ○ ⏳ — N/A N/A — — —
64043 — ○ ⏳ — N/A N/A — 95 —
64044
clawdbotworker
coinopai-mcp Claim
Kronos crypto signals + trade decisions + 819 automation prompts. x402 micropay…
— ○ ⏳ — N/A N/A — — —
64045
wiggitywhitney
A learning-focused MCP server with two tools: a static 'hello' tool and a 'poly…
— ○ ⏳ — N/A N/A — — —
64046
MCP server for read-only MySQL database queries in Claude Desktop
— ○ — N/A N/A — 81 —
64047
CSOAI-ORG
Agent Commerce Protocol MCP — bridges Stripe ACP + Google AP2 + Coinbase x402 f…
— ○ ⏳ — — — — — —
64048
Kastalien-Research
[NOTE: Thoughtbox temporarily may not maintain connectivity over Smithery as we…
— ○ ⏳ — N/A N/A — 95 —
64049
CSOAI-ORG
AI-powered tax calculator ai MCP server for agents. Supports calculate income t…
— ○ ⏳ — N/A N/A — — —
64050
EvidInvest
Hybrid search over SEC filings, earnings transcripts, and a third-party data ma…
— ○ ⏳ — N/A N/A — — —
Showing 64001–64050 of 69027 servers