MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34111
Scored
→
2112
Verified
→
16953
Complete

Last updated 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35951
contentscoin
Enables integration with QR Agent Studio via MCP Streamable HTTP and Agent Skil…
— ○ ⏳ — — — — — —
35952
getoneprofile
Oneprofile Claim
Find prospects, research them, and run email and LinkedIn outreach in your Onep…
— ○ ⏳ — — — — — —
35953
asj000221-debug
Exposes 219+ tools for Slack, Gmail, Google Workspace, Jira, Confluence, CRM, a…
— ○ ⏳ — N/A N/A — — —
35954
proxygate-official
Proxygate Claim
Curated marketplace of real-world data APIs for AI agents, paid per call in USD…
— ○ ⏳ — — — — — —
35955
svarun115
A standalone MCP server that provides complete access to the Splitwise API, ena…
— ○ ⏳ — — — — — —
35956
CSOAI-ORG
nutrition-tracker-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
35957
excalidraw
Enables AI assistants to generate interactive Excalidraw diagrams with viewport…
— ○ ⏳ — — — — — —
35958
sanjana-pier39
negotiate-mcp Claim 1
MCP server for the negotiate.v1 protocol, enabling Claude to discover stores, l…
— ○ ⏳ — — — — 81 —
35959
NolanLT
A headless, agent-controllable real browser as an MCP server that enables AI ag…
— ○ ⏳ — N/A N/A — — —
35960
Knuckles-Team
MCP server for managing SSH tunnels and remote hosts, offering tools for host i…
— ○ ⏳ — — — — — —
35961
fanb129
本地语雀 MCP 服务器,通过浏览器登录态访问语雀,支持读取、创建和编辑文档,具有知识库白名单和只读模式等安全特性。
— ○ ⏳ — N/A N/A — 95 —
35962
blovett80
PixelDojo Claim
Generate images, video, audio and short films with 140+ AI models from any MCP …
— ○ ⏳ — — — — — —
35963
arjunprabhulal
MCP server for Online Boutique AI Assistant that exposes 18 e-commerce microser…
— ○ ⏳ — — — — — —
35964
universal-mcp
Provides a standardized interface for interacting with Shortcut's tools and ser…
— ○ ⏳ — N/A N/A — — —
35965
schrojf
Self-hosted knowledge manager and MCP server that lets you organize snippets, q…
— ○ ⏳ — N/A N/A — — —
35966
YohannHommet
pg-lens-mcp Claim
Securely connect AI assistants to PostgreSQL databases with read-only access, s…
— ○ ⏳ — — — — — —
35967
bioanywhere
Enables AI applications to interact with the Base blockchain network and Coinba…
— ○ ⏳ — — — — 81 —
35968
HaidarESBER
Enables AI agents to control a browser via MCP with structured perception, veri…
— ○ ⏳ — N/A N/A — — —
35969
sanjibani
Enables interaction with Open Dental practice management software, allowing rea…
— ○ ⏳ — — — — — —
35970
niharxavier
A remote MCP server that lets your Poke agent create and edit Google Docs.
— ○ ⏳ — — — — — —
35971
niusulong
Enables AI assistants to interact with physical serial port devices across plat…
— ○ ⏳ — N/A N/A — 95 —
35972
venikman
fpf-memory Claim
This MCP server provides a deterministic index of the First Principles Framewor…
— ○ ⏳ — — — — 81 —
35973
0xGval
MCP server providing AI assistants with tools for advanced EVM smart contract a…
— ○ ⏳ — — — — — —
35974
cristip73
Enables interaction with Gmail through the MCP protocol, supporting sending, re…
— ○ ⏳ — N/A N/A — — —
35975
caffeineworks-ai
Calcifier Claim
MCP server for the Calcifier smart camping lamp, enabling control of lamp state…
— ○ ⏳ — — — — — —
35976
erlio
invezgo Claim
— ○ ⏳ — N/A N/A — 95 —
35977
Thestral12
Postfleet Claim
Give an AI agent its own email address: send, reply, read, and wait for mail.
— ○ ⏳ — — — — — —
35978
Massed-Compute
mcp Claim
Massed Compute MCP — browse GPU inventory, launch and manage VMs, audit billing.
— ○ ⏳ — — — — — —
35979 — ○ ⏳ — N/A N/A — 95 —
35980
none298-dotcom
Read-only MCP server: AI agents read your live MyLinedChart desktop chart conte…
— ○ ⏳ — N/A N/A — — —
35981
parikshitmadahar
RightCard Claim
Which of your credit cards to use at any store, from verified bank data. No ban…
— ○ ⏳ — — — — — —
35982
bgauryy
Enables AI assistants to intelligently search and explore local file systems us…
— ○ ⏳ — N/A N/A — 95 —
35983
lordraw77
zabbix-mcp Claim
Exposes Zabbix monitoring capabilities as callable tools for AI agents and MCP-…
— ○ ⏳ — — — — — —
35984
keen-mcp
MindMap Claim
Turn outlines and hierarchical notes into interactive mind maps through a hoste…
— ○ ⏳ — — — — — —
35985
vietanha34
Enables DevOps operators to query and operate the Sigma Streaming Platform from…
— ○ ⏳ — N/A N/A — 95 —
35986
ceeyang-ai
Enables AI agents to create data visualizations like bar charts, line charts, p…
— ○ ⏳ — — — — — —
35987 — ○ ⏳ — N/A N/A — 95 —
35988
meilSop
Provides tools for AI assistants to list, search, and get details of YApi inter…
— ○ ⏳ — N/A N/A — — —
35989
rongtianjie
vision_mcp Claim
Enables LLMs like DeepSeek to understand images by calling external vision mode…
— ○ ⏳ — N/A N/A — 95 —
35990
m18500749500-create
A public-safe demo MCP server for learning how to package Tools, Resources, and…
— ○ ⏳ — N/A N/A — — —
35991
sinmb79
Enables AI clients to search and read Korean Construction Standards (KCS/KDS) d…
— ○ ⏳ — — — — — —
35992
DedInc
agents-mcp Claim
Enables running AI agents via OpenAI-compatible APIs with custom system prompts…
— ○ ⏳ — N/A N/A — — —
35993
toruproject
Generate styled map images (PNG/SVG) for any location, with customizable color …
— ○ ⏳ — N/A N/A — — —
35994
Morpheis
carapace-mcp Claim
Enables AI agents to semantically search and contribute insights to a shared kn…
— ○ ⏳ — N/A N/A — — —
35995
Humotica
MCP server for tibet-triage — process triage, flare rescue & reproducibility bu…
— ○ ⏳ — — — — — —
35996
SachinGawande2003
A bioinformatics MCP server that connects AI clients to over 30 life science da…
— ○ ⏳ — — — — — —
35997
vellankikoti
Provides Kubernetes deployment intelligence with typed query tools and AI-synth…
— ○ ⏳ — — — — — —
35998
field-ascend
Field Ascend Claim
Field Ascend is a multi-tenant field service management platform used by engine…
— ○ ⏳ — — — — 81 —
35999
F1LT3R
agent-notify Claim
Enables AI agents and applications to send audio notifications with text-to-spe…
— ○ ⏳ — N/A N/A — — —
36000
helixbox
PubFi MCP Claim
Route crypto data needs through PubFi capability and gateway tools.
— ○ ⏳ — — — — — —
Showing 35951–36000 of 69448 servers
« Prev 1 … 718 719 720 721 722 … 1389 Next »