MCP Server Quality Scores

Independent quality analysis of 69448 public MCP servers

69448
Discovered
→
34084
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 49 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
36401
wawimundo
Enables an AI assistant to send and read Viber messages by automating the Viber…
— ○ ⏳ — N/A N/A — 95 —
36402
sniebauer
Enables full CRUD operations on Zendesk admin configurations like triggers, aut…
— ○ ⏳ — — — — — —
36403
constripacity
Session checkpoint & recovery for Claude Code: resume, search, tag, and export …
— ○ ⏳ — N/A N/A — 95 —
36404
J1034567
Washlib Claim
Find car wash centers in France, compare prices, check live availability, and l…
— ○ ⏳ — — — — — —
36405
homemade-software-inc
Prompt evals over MCP: run a prompt on your dataset, score each output 1-5 with…
— ○ ⏳ — — — — — —
36406
jors7
kadenzo-mcp Claim
Schedule, manage, generate, and analyze social posts across 11 networks (Instag…
— ○ ⏳ — — — — — —
36407
cyberimaginationsi-gif
cyber-si-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
36408
lilycip
obra-cfo Claim
Local-first MCP that runs an investment committee on your pitch and scores fund…
— ○ ⏳ — N/A N/A — — —
36409
the911fund
Quality-ranked, cross-platform directory of AI coding skills, plugins and MCP s…
— ○ ⏳ — — — — — —
36410
staugs
Demand-side commerce: agents post a user's purchase intent, get ranked cross-so…
— ○ ⏳ — — — — — —
36411
tinkeriotops
Bridges the Model Context Protocol (MCP) with ESP32 devices running Tasmota fir…
— ○ ⏳ — N/A N/A — — —
36412
happybigmtn
Enables querying Base Network blockchain data including blocks, transactions, b…
— ○ ⏳ — N/A N/A — — —
36413
ramoira
Exposes the Ramoira brand schema specification as MCP tools and resources, enab…
— ○ ⏳ — — — — — —
36414
AusertDream
Enables web search using Bing and DuckDuckGo combined, and fetching readable co…
— ○ ⏳ — — — — — —
36415
Grayhood144
An MCP server that enables AI coding tools to save, list, and read code snippet…
— ○ ⏳ — N/A N/A — — —
36416
AiAgentKarl
Provides tamper-proof audit logging for AI agents using SHA-256 hash chains, in…
— ○ ⏳ — N/A N/A — — —
36417
apmleokeo-gif
Search Dongdaemun (Seoul) wholesale fashion items, new arrivals and stalls on a…
— ○ ⏳ — — — — — —
36418
Howthemeaning
Enables AI assistants to manage network devices via gNMI protocol, including qu…
— ○ ⏳ — — — — — —
36419
hnbc6667777
Enables searching Hoogle, the Haskell documentation search engine, for packages…
— ○ ⏳ — — — — — —
36420
madgicx
Madgicx Claim
Connect directly to your Madgicx account and manage your Meta Ads through plain…
— ○ ⏳ — — — — 81 —
36421
jakefleming
Enables AI tools to create and edit Font Proof documents for type designers, su…
— ○ ⏳ — N/A N/A — — —
36422
kubulashvili
MCP server for Mi Fitness cloud data. Provides a local SQLite-backed server to …
— ○ ⏳ — N/A N/A — — —
36423
namojo
Pinion Claim
AI-powered characterization test generator that reads Python functions or class…
— ○ ⏳ — N/A N/A — — —
36424
riseup-oss
MCP server for programmatic read-only access to RiseUp cashflow data, allowing …
— ○ ⏳ — — — — — —
36425
nickschuetz
o3de-mcp Claim
Automate Open 3D Engine (O3DE) with AI — an MCP server for editor control, proj…
— ○ ⏳ — N/A N/A — — —
36426
iceener
Streamable HTTP MCP server for Gmail that enables AI agents to search threads, …
— ○ ⏳ — — — — — —
36427
hanxing95
Search Google and major search engines through Talordata SERP API for AI agents…
— ○ ⏳ — N/A N/A — — —
36428
ericluciano
youtube-mcp Claim
A local MCP server for extracting YouTube video transcripts, metadata, and perf…
— ○ ⏳ — N/A N/A — 95 —
36429
momei-LJM
Enables reading and parsing Swagger/OpenAPI specifications to list API endpoint…
— ○ ⏳ — N/A N/A — — —
36430
pipeworx-io
Access City of Greenwood, Indiana open geospatial data including parcels, zonin…
— ○ ⏳ — — — — — —
36431
kintopp
Lets you explore the Rijksmuseum's artwork collections through natural conversa…
— ○ ⏳ — — — — — —
36432
IBM
Bridges AI agents with watsonx.data document libraries, enabling natural langua…
— ○ ⏳ — — — — — —
36433
Efabien
Enables interaction with Linear workspace through the Model Context Protocol, s…
— ○ ⏳ — — — — — —
36434
sagebynature
manim-server Claim
An MCP server that enables creating and rendering Manim animations by building …
— ○ ⏳ — — — — — —
36435
jbmurphy
Provides safe, controlled access to network and system diagnostic tools includi…
— ○ ⏳ — — — — 81 —
36436
aiapplyd
AI Applyd Claim
Auto-Apply That Ends on an Interview. Job matches, per-role resumes, apply, app…
— ○ ⏳ — — — — — —
36437
fluffypony
Provides clipboard access tools (get and set) for AI assistants via the Model C…
— ○ ⏳ — N/A N/A — 95 —
36438
swatchdog-dev
validator Claim
On-demand drift checks: declared CSS color, radius, spacing & type vs your own …
— ○ ⏳ — — — — — —
36439 — ○ ⏳ — N/A N/A — 95 —
36440
chukui0202
test Claim
— ○ ⏳ — N/A N/A — 95 —
36441
pipeworx-io
Enables access to federal regulatory dockets, documents, and public comments fr…
— ○ ⏳ — — — — — —
36442
pingidentity
Enables AI assistants to manage and troubleshoot PingOne DaVinci identity orche…
— ○ ⏳ — N/A N/A — — —
36443
dcl632
Enables AI coding agents to automate Windows desktop applications through seman…
— ○ ⏳ — N/A N/A — — —
36444
yyyy-tt
Enables AI agents to perform image processing tasks such as sprite sheet splitt…
— ○ ⏳ — N/A N/A — — —
36445
LilMosey
MCP-SERVER Claim
A TypeScript + Express skeleton for MCP services, currently only providing a he…
— ○ ⏳ — — — — — —
36446
phasetdev
Generates Phaset manifest files by analyzing your repository with Claude's AI, …
— ○ ⏳ — N/A N/A — — —
36447
adeel0x01
Integrates with HubSpot CRM APIs via the Model Context Protocol, enabling manag…
— ○ ⏳ — — — — — —
36448
thunderclient
Enables AI tools to create and manage API requests and collections in Thunder C…
— ○ ⏳ — N/A N/A — — —
36449
StefanMaron
Provides AI assistants with complete visibility into AL dependencies and symbol…
— ○ ⏳ — N/A N/A — — —
36450
sudomichael
Gizmo Analytics — cookieless web analytics for AI coding agents. Framework-awar…
— ○ ⏳ — — — — — —
Showing 36401–36450 of 69448 servers
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