MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37151
abl030
An MCP server that gives AI agents full control over pfSense firewalls via the …
37152
Benita2001
AgentLedger Claim
MCP server that stores AI agent reasoning traces permanently on 0G Storage, ena…
37153
CarlosIrineuCosta
A powerful cryptocurrency analysis MCP server that adds advanced technical anal…
N/A N/A
37154
danielrosehill
donetick-mcp Claim
MCP server for Donetick chores management. Provides 27 tools to control Donetic…
37155
pierreosbeck-cmd
A local MCP server for managing SaaS projects with planning, operations, and se…
N/A N/A
37156
yangliu4525-cy
为安宁疗护陪护志愿者提供一站式工具,粘贴群聊对话即可自动识别场景,生成标准化安抚话术和后续陪护行动建议。
N/A N/A
37157
Agent-Hellboy
PyMCP Kit Claim
A capability-first MCP server toolkit for FastAPI that supports Streamable HTTP…
N/A N/A
37158
maywzh
A server that enables LLMs to interact with web pages through structured access…
81
37159
pandashhh
Exposes an existing Anthropic documentation RAG service as tools (search_anthro…
N/A N/A
37160
Krishnan-govindan
Lets AI agents natively discover and hire human experts for tasks they can't do…
N/A N/A
37161
viralnote
Gives Claude, Cursor, and any MCP client 15 tools to create, schedule, and publ…
37162
wtfsayo
Simulates harsh, fake user reviews to psychologically condition AI agents for e…
N/A N/A
37163
pipeworx-io
mcp-serper Claim
Enables Google Search, News, and Places queries via the Serper API, integrated …
37164
lemenkov
mcp-sofa Claim
MCP server for Stack Overflow for Agents, enabling search, post creation, votin…
37165
rsp2k
A Django CMS plugin that provides Model Context Protocol (MCP) server functiona…
37166
shawnho1018
Enables generating GCP architecture, sequence, flow, and class diagrams using n…
N/A N/A
37167
ksmuvva
Audits web pages for WCAG 2.2 AA accessibility aligned with the GOV.UK standard…
N/A N/A
37168
mcph Claim 1
mcp.hosting — one install, all your MCP servers, managed from the cloud
N/A N/A 81
37169
naga-pavan12
MealOS Claim
Enables users to plan meals and place orders across Swiggy Food, Instamart, and…
N/A N/A
37170
Crawlora-org
crawlora-mcp Claim
Hosted MCP for structured public web data — 319 tools across search, maps, comm…
37171
MLMecham
eda-mcp Claim
Enables exploratory data analysis through an MCP server, allowing AI assistants…
N/A N/A
37172
move-32
A read-only Google Drive MCP server that allows searching files, reading file c…
N/A N/A
37173
runwhen-contrib
Lets your coding agent talk to the RunWhen platform — workspace chat, issues, S…
37174
montaguegabe
An MCP server for the Luma Events API that enables creating, updating, and mana…
N/A N/A
37175
Jiashuz123
Enables Codex to delegate decision-making to an OpenAI reviewer for structured …
37176
HelloThisWorld
Open Mind Claim
MCP server that builds a deterministic, source-traceable knowledge index of any…
N/A N/A
37177
bibinprathap
veritasgraph Claim
Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-gr…
N/A N/A
37178
Amit-confer
Enables interaction with Gmail through the Gmail API, allowing users to list, r…
81
37179
BeckhamLabsLLC
kicad-jlcpcb Claim
Automates PCB design from idea to fabrication: sources JLCPCB parts, fetches pi…
N/A N/A
37180
mathematic-inc
Earl Claim
Enables AI agents to safely interact with external services (HTTP, GraphQL, gRP…
37181
chetyz
Enables Claude to interact with Salesforce for querying, modifying, and managin…
N/A N/A
37182
madhawar
MCP server for Xray Cloud test management that enables importing automation res…
37183
lancelin111
Enables AI assistants to automatically upload videos to Douyin (TikTok China) c…
N/A N/A
37184
aituberapp
Create AI-powered videos from any MCP-compatible client. Generate videos with A…
37185
JoeCardoso13
An MCP server that provides access to the Google Calendar API, allowing AI assi…
N/A N/A
37186
clickflow
clickflow Claim
ClickFlow is an AI-powered SEO platform that creates, optimizes, and tracks con…
N/A N/A 95
37187
saury1120
pdf-mcp Claim
Enables PDF document processing including text, image, and table extraction, as…
N/A N/A
37188 N/A N/A 95
37189
kiwoongeom
gmc-mcp Claim
MCP server for Google Merchant Center, providing 126 tools to manage Google Sho…
37190
gallardo.kevin0
my-project Claim
N/A N/A 95
37191
Scormave
MCP server for structured access to Gramps Web genealogy data
N/A N/A
37192
neverprepared
Converts Markdown files to Atlassian Document Format and publishes them to Conf…
37193
capabilityhostprotocol
chp Claim
Learn and adopt the Capability Host Protocol — the agentic web's open evidence …
37194
voho
Provides atomic music-theory and MIDI tools for composing, enabling LLMs to cha…
N/A N/A
37195
financialdatanet
mcp-server Claim
[FinancialData.Net](https://financialdata.net/) MCP server allows you to retrie…
N/A N/A 95
37196
EtnaLabs
Enables natural language queries and management of databases and subscribed dat…
N/A N/A
37197
toonPt0473
Enables Claude to drive the Antigravity agent by running prompts through the ag…
37198
juanchoabdon
ohmyself Claim
Exposes a personal markdown-based second brain (Obsidian-style) as an MCP serve…
37199
blwfish
FreeCAD MCP Claim
Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more …
N/A N/A
37200
xiayangqun
A stdio MCP server that enables agents without native vision to ask an OpenAI-c…
N/A N/A
Showing 37151–37200 of 64636 servers
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