MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57851
contextualizer-ai
artl-mcp Claim
Enables comprehensive scientific literature retrieval and analysis through Euro…
— ○ ⏳ — — — — — —
57852
avlihachev
Enables task management in OmniFocus, including reading, creating, updating, an…
— ○ ⏳ — N/A N/A — — —
57853
tmcinerney
granola-mcp Claim
MCP server for Granola that exposes meeting notes, AI summaries, and transcript…
— ○ ⏳ — N/A N/A — — —
57854
xleepy
Enables an agent to inspect and interact with Android emulators or physical dev…
— ○ ⏳ — N/A N/A — — —
57855
AzeemWaqarRao
A server that wraps the Splitwise API so Claude can read and manage expenses, i…
— ○ ⏳ — — — — — —
57856
Thamindu-Dev
sinhala-mcp Claim
Translates Sinhala or Singlish instructions into precise English technical spec…
— ○ ⏳ — — — — — —
57857 — ○ ⏳ — N/A N/A — 95 —
57858
srimankatipally
CompleteMCP Claim
Enables tailoring resumes to job descriptions by scraping JDs, applying rules, …
— ○ ⏳ — N/A N/A — — —
57859
stevejford
Instant web hosting for AI agents. Publish a live site in one call, no account …
— ○ ⏳ — — — — — —
57860
ratulotron
sc-mcp Claim
A read-only MCP server that wraps the Scalable Capital CLI to expose broker dat…
— ○ ⏳ — N/A N/A — — —
57861
goldenpath-ai
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
— ○ ⏳ — — — — — —
57862
junter1989k-ai
United Kingdom payments for AI agents — Stripe checkout via Stripe. Never holds…
— ○ ⏳ — — — — — —
57863
enoch-sit
A comprehensive MCP server for Gmail, providing 17 tools to read, send, search,…
— ○ ⏳ — N/A N/A — — —
57864
1325ai
1325.AI Claim
Verified directory of 47,000+ Black-owned U.S. businesses. Search, profiles, ma…
— ○ ⏳ — — — — — —
57865
xiaoxu123195
ace-mcp-go Claim
Go-based MCP server for codebase indexing and semantic search (Augment-compatib…
— ○ ⏳ — N/A N/A — — —
57866
bomomoQWQ
Enables searching and downloading PornHub videos via MCP tools with stealth ant…
— ○ ⏳ — — — — — —
57867
nhattuan1305
adt-mcp Claim
Multi-system MCP server for reading and writing ABAP source via SAP ADT, with w…
— ○ ⏳ — N/A N/A — — —
57868
Ciel-17
A demonstrative MCP server that exposes a query-user tool for retrieving user i…
— ○ ⏳ — N/A N/A — — —
57869
rangogamedev
codecks-mcp Claim
MCP server for Codecks project management, providing 38 tools to manage cards, …
— ○ ⏳ — N/A N/A — — —
57870
sekuraai
Sekura Claim
Scan a GitHub repository for vulnerabilities, with proof for every finding, fro…
— ○ ⏳ — — — — — —
57871
namitbhardwaj
grgdbsd Claim
— ○ ⏳ — N/A N/A — 95 —
57872
Aaditya-git
chatgpt-kg Claim
Builds a personal knowledge graph from selected ChatGPT conversations (stored i…
— ○ ⏳ — N/A N/A — — —
57873
vitrine3d
mcp Claim
3D product viewer platform with a visual editor. Upload GLB models, style scene…
— ○ ⏳ — — — — — —
57874
snaphost-ai
SnapHost Claim
Send a live, private link to a client from Claude. Updates in place, viewers by…
— ○ ⏳ — — — — — —
57875
ockham-sh
An MCP server for parsimony connectors that provides cheap discovery tools thro…
— ○ ⏳ — — — — — —
57876
Bundelkund
tenant-mcp Claim
Thin MCP server that proxies the personal Tenant service to Claude Desktop, ena…
— ○ ⏳ — — — — — —
57877
AndriiOzemko
A server for managing notes with full CRUD operations, tagging, and search, com…
— ○ ⏳ — N/A N/A — 95 —
57878 — ○ ⏳ — N/A N/A — 95 —
57879
gianmarco.belmonte
facebook-ads Claim
— ○ ⏳ — N/A N/A — 95 —
57880
AIWerk
Shopify Admin GraphQL API: products, orders, customers, inventory, and more (re…
— ○ ⏳ — N/A N/A — — —
57881
Five text and JSON utilities. Paid execution: 0.01 USDC standard or 0.05 USDC p…
— ○ — — — — 67 —
57882
triposat
Enables querying price history and undercut alerts for tracked competitors, all…
— ○ ⏳ — — — — — —
57883
grocery-prices Claim 1
UK grocery price comparison across major supermarkets.
— ○ — N/A N/A — 81 —
57884
loykim621-lab
An MCP server that enables searching Korean government startup grants, checking…
— ○ ⏳ — — — — — —
57885
svn4pro
Model Context Protocol (MCP) server wrapping the Pancake POS REST API, enabling…
— ○ ⏳ — — — — — —
57886
dq042000
A TypeScript-based MCP server that enables code search, file reading, and proje…
— ○ ⏳ — — — — — —
57887
iHeyTang
mcp-uni Claim
A universal MCP server that acts as a unified gateway for dynamically connectin…
— ○ ⏳ — — — — — —
57888
chrishayuk
mcp-cli Claim
Yet another CLI tool for testing MCP servers
— ○ ⏳ — N/A N/A — 95 —
57889
CiscoDevNet
MCP server that exposes high-level tooling for Cisco Secure Firewall Management…
— ○ ⏳ — — — — — —
57890
jefflee1990710
One MCP server that enables LLM agents to read, post, comment, and engage on fo…
— ○ ⏳ — N/A N/A — — —
57891
u-Operating-System
Enables querying Base Network blockchain data including blocks, transactions, b…
— ○ ⏳ — — — — — —
57892
CSOAI-ORG
keyword-extractor-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
57893
converged-computing
hpc-mcp Claim
Provides MCP tools for high-performance computing (HPC) and converged computing…
— ○ ⏳ — N/A N/A — — —
57894
pipeworx-io
AI Incident Database (AIID) MCP
— ○ ⏳ — — — — — —
57895
chuck9090
MCP server for querying H3Yun SQL data, enabling AI to execute read-only SQL qu…
— ○ ⏳ — — — — — —
57896
yyf
MCP2OSC Claim
Enables natural language control of OSC (OpenSoundControl) messages, allowing u…
— ○ ⏳ — N/A N/A — — —
57897
donghyun-chae
Integrates with Amadeus Flight Offers Search API to provide flight search capab…
— ○ ⏳ — — — — — —
57898
jstjep00
dehashed-mcp Claim
An MCP server that wraps the DeHashed breach-data API, exposing endpoints as to…
— ○ ⏳ — N/A N/A — — —
57899
riemannzeta
Provides access to USPTO patent and patent application data through multiple AP…
— ○ ⏳ — — — — — —
57900
Zetetic-Dhruv
Enables running a job search with Claude Code: parses CV, discovers roles, fetc…
— ○ ⏳ — N/A N/A — — —
Showing 57851–57900 of 69111 servers