MCP Server Quality Scores

Independent quality analysis of 69261 public MCP servers

69261
Discovered
→
33926
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
24401
ag2-mcp-servers
An MCP server for Google's Certificate Authority API that enables management of…
D 51 4⁄4 ◐ ⏳ 45 52 — 21 80 —
24402
agentskills
Search and discover Agent Skills from the skills.sh registry. Powered by HAPI M…
D 51 5⁄5 ◐ ⏳ 52 61 0 57 84 —
24403
ag2-mcp-servers
An MCP server that provides access to Google's Access Context Manager API, enab…
D 51 4⁄4 ◐ ⏳ 45 50 — 21 81 —
24404
hemanth
A Model Context Protocol server that provides tools for fetching xkcd comics an…
D 51 4⁄4 ◐ ⏳ 33 65 — 22 81 —
24405
ConnorBritain
mssql Claim 1
MCP server for Microsoft SQL Server — schema discovery, profiling, safe writes,…
D 51 4⁄3 ◐ ⏳ 45 12 N/A 53 95 —
24406
acorn025
Enables querying parking lot information through an MCP server built with fastM…
D 51 4⁄4 ◐ ⏳ 48 43 — 25 81 —
24407
RushikeshYeole24
smithery-doc Claim
D 51 3⁄3 ◐ ⏳ 42 N/A N/A 9 95 —
24408
joehwang
Enables AI agents to query Taiwan stock holdings across multiple brokerages inc…
D 51 4⁄3 ◐ ⏳ 54 20 N/A 27 95 —
24409
subnoto
subnoto Claim
Subnoto - Electronic Signature MCP server allows to send, receive and sign elec…
D 51 3⁄3 ◐ ⏳ 26 N/A N/A 33 95 —
24410
ag2-mcp-servers
An MCP server for Microsoft's Cognitive Services Custom Vision Training API tha…
D 51 4⁄4 ◐ ⏳ 45 50 — 21 83 —
24411
Deployment-Team
A Model Context Protocol server that provides safe, intelligent read/write acce…
D 51 4⁄4 ◐ ⏳ 27 38 — 66 81 —
24412
mikeheilmann1024
A dedicated Model Context Protocol server that enables AI clients to interact w…
D 51 4⁄4 ◐ ⏳ 42 27 — 54 83 —
24413
ag2-mcp-servers
An MCP server that enables querying and managing relationships between websites…
D 51 4⁄4 ◐ ⏳ 45 55 — 21 78 —
24414
SY-MR-CODER
A Python-based MCP server that enables document-based question answering by pro…
D 51 4⁄4 ◐ ⏳ 42 43 — 42 78 —
24415
madosh
MCP FOR ITSM Claim
MCP FOR ITSM TOOL INTEGRATION
D 51 4⁄4 ◐ ⏳ 48 36 — 39 78 —
24416
roman-vm
AskMeMCP ⚡ Claim
Enables AI assistants to request human input through a web interface during exe…
D 51 4⁄3 ◐ ⏳ 48 25 N/A 34 92 —
24417
ramp-public
Ramp MCP Server ⚡ Claim 1
A Model Context Protocol server that enables access to Ramp financial data thro…
D 51 4⁄4 ◐ ⏳ 39 43 — 41 81 —
24418
thunderrabbit
jikan ⚡ Claim 1
An MCP server wrapper for the Meiso Gambare API that allows users to log and tr…
D 51 4⁄4 ◐ ⏳ 53 35 — 27 83 —
24419
Jeff-Bouchard
Provides HTTP/JSON access to all Privateness CLI functionality for cryptocurren…
D 51 4⁄4 ◐ ⏳ 48 33 — 39 81 —
24420
ag2-mcp-servers
An MCP Server that enables interaction with Google's Public Certificate Authori…
D 51 4⁄4 ◐ ⏳ 45 55 — 21 78 —
24421
pallavi-bluebash
A demonstration project that uses Google Gemini 2.0 Flash to interact with a lo…
D 51 4⁄3 ◐ ⏳ 54 27 N/A 19 95 —
24422
ag2-mcp-servers
An MCP Server that provides access to the Jumpseller e-commerce platform API, a…
D 51 4⁄4 ◐ ⏳ 45 47 — 21 84 —
24423
gabrielpierobon
A Model Context Protocol server that enables AI agents to interact with n8n wor…
D 51 4⁄4 ◐ ⏳ 57 35 — 21 81 —
24424
WaterTian
wechat-devtools-mcp ⚡ Claim 1
MCP Server for WeChat DevTools CLI - Automate development & testing with 7 aggr…
D 51 3⁄3 ◐ ⏳ 21 N/A N/A 41 95 —
24425
elizabethsiegle
Automates tennis court bookings on San Francisco Recreation websites using brow…
D 51 4⁄3 ◐ ⏳ 60 16 — 22 95 —
24426
josh-thurston
An MCP server that enables interaction with the CrowdStrike Falcon API for mana…
D 51 4⁄4 ◐ ⏳ 53 42 — 22 80 —
24427
webdevtodayjason
Slim MCP ⚡ Claim 2
A lightweight, modular API service that provides useful tools like weather, dat…
D 51 4⁄3 ◐ ⏳ 48 31 N/A 34 87 —
24428
vdinesh18
A portable packaging template for distributing MCP server components with utili…
D 51 4⁄3 ◐ ⏳ 60 10 N/A 30 95 —
24429
akramIOT
Zero Trust Access AI Agent - MCP Server
D 51 4⁄3 ◐ ⏳ 50 35 N/A 15 95 —
24430
Shan-Zhu
shuck-file ⚡ Claim
Any file in, Markdown out — read only what matters.
D 51 4⁄3 ◐ ⏳ 60 0 N/A 47 92 —
24431
ag2-mcp-servers
An MCP server that enables interaction with Google's Traffic Director API, allo…
D 51 4⁄4 ◐ ⏳ 45 55 — 21 76 —
24432
ag2-mcp-servers
An MCP server that enables interaction with MLB (Major League Baseball) v3 proj…
D 51 4⁄4 ◐ ⏳ 45 50 — 21 81 —
24433
rutika196
Vizdown-MCP ⚡ Claim
Converts Markdown files into professional diagrams such as flowcharts, mind map…
D 51 4⁄3 ◐ ⏳ 72 0 N/A 33 89 —
24434
ag2-mcp-servers
An MCP server for the VTEX Subscriptions API (v3) that enables managing subscri…
D 51 4⁄4 ◐ ⏳ 45 52 — 21 81 —
24435
markswendsen-code
mcp-apple ⚡ Claim 1
Provides tools to search for apps and music via the iTunes Search API and monit…
D 51 4⁄4 ◐ ⏳ 60 26 — 30 82 —
24436
oldcoder01
AWS MCP Audit ⚡ Claim
Enables read-only assessment of AWS environments by inventorying resources, run…
D 51 4⁄4 ◐ ⏳ 56 36 — 24 80 —
24437
datYori
An enterprise-grade Chess.com MCP server built with MXCP, featuring caching, an…
D 51 4⁄4 ◐ ⏳ 60 33 — 16 82 —
24438
metorial
Metorial MCP Index - An ever growing list of open source MCP servers 📁 🎉
D 51 4⁄3 ◐ ⏳ 36 25 N/A 63 87 —
24439
ag2-mcp-servers
An MCP server that provides access to Google's API Discovery Service, allowing …
D 51 4⁄4 ◐ ⏳ 45 57 — 21 74 —
24440
service-atlas
Provides tools to communicate with a service dependency API, enabling users to …
D 51 4⁄3 ◐ ⏳ 50 25 N/A 30 95 —
24441
ag2-mcp-servers
An MCP server for interacting with HubSpot's authentication API, enabling secur…
D 51 4⁄4 ◐ ⏳ 45 57 — 21 76 —
24442
manojprabhuoffl-ghub
Enables task management through a local MySQL database, supporting full CRUD op…
D 51 4⁄3 ◐ ⏳ 48 33 N/A 30 90 —
24443
0ui-labs
Agentic Workbench ⚡ Claim
An MCP-based tool orchestrator that exposes a single execute_task tool to Claud…
D 51 4⁄4 ◐ ⏳ 60 21 — 29 85 —
24444
Boysam2
fa Claim
D 51 3⁄3 ◐ ⏳ 26 N/A N/A 33 95 —
24445
thinkprompt
A Model Context Protocol server providing document translation, text translatio…
D 51 4⁄3 ◐ ⏳ 33 41 N/A 36 95 —
24446
noersy
Enables AI agents to generate and play high-quality text-to-speech audio using …
D 51 4⁄3 ◐ ⏳ 48 26 N/A 30 95 —
24447
sloth-wq
An MCP server that automatically optimizes AI prompts using evolutionary algori…
D 51 4⁄3 ◐ ⏳ 39 32 N/A 42 90 —
24448
cyclops-ui
mcp-cyclops Claim 1
An MCP server that allows AI agents to manage Kubernetes resources through Cycl…
D 51 4⁄4 ◐ ⏳ 41 35 — 45 82 —
24449
protagolabs
Provides a comprehensive suite of Web3 tools for querying token addresses, news…
D 51 4⁄4 ◐ ⏳ 48 41 — 30 80 —
24450
Sumit06-09
Enables AI assistants to control browser automation through natural language pr…
D 51 4⁄3 ◐ ⏳ 48 30 N/A 24 95 —
Showing 24401–24450 of 69261 servers
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