MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33800
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60151
Efabien
Enables interaction with Linear workspace through the Model Context Protocol, s…
— ○ ⏳ — — — — — —
60152
brunopark852
AI-orchestrated security testing via 6 Python tools (recon, port scan, subdomai…
— ○ ⏳ — — — — — —
60153
michaelagustin
Search, compare in 3D, and buy products from 5.6M+ Shopify stores. Free tier; P…
— ○ ⏳ — — — — — —
60154
Azure-Samples
Enables face detection and recognition in Agentic AI workflows using Azure Face…
— ○ ⏳ — — — — — —
60155
phasetdev
Generates Phaset manifest files by analyzing your repository with Claude's AI, …
— ○ ⏳ — N/A N/A — — —
60156
zachvp
Enables Claude Code to search and retrieve past chat history from Claude.ai exp…
— ○ ⏳ — N/A N/A — — —
60157
StefanMaron
Provides AI assistants with complete visibility into AL dependencies and symbol…
— ○ ⏳ — N/A N/A — — —
60158
saihiteesh
MCP Atlassian Claim 1
A Model Context Protocol server that enables interaction with Atlassian product…
— ○ ⏳ — N/A N/A — 95 —
60159
pipeworx-io
Enables search and query of Maricopa County (Phoenix, Arizona) open geospatial …
— ○ ⏳ — — — — — —
60160
Isometric-Architect
Read-only Objective-to-Capability Trust Router for source-traced MCP/API candid…
— ○ ⏳ — N/A N/A — — —
60161
team23gm
Honest monetary data for AI agents. Inflation, M2 vs CPI, Bitcoin vs dollar. No…
— ○ ⏳ — N/A N/A — — —
60162
chrischall
zillow-mcp Claim
Zillow real-estate for Claude — search, property details, Zestimates, saved sea…
— ○ ⏳ — N/A N/A — — —
60163
keeploopapp
Keeploop Claim
Mail, Calendar, Messages, Notes, Contacts, Slack on your Mac for AI. Remote nee…
— ○ ⏳ — — — — — —
60164
brianmoney
Remote MCP server for Google Drive and Sheets running on Cloudflare Workers, pr…
— ○ ⏳ — N/A N/A — — —
60165
rishiatlan
Scores, compiles & optimizes prompts for any LLM. Zero AI calls inside. Freemiu…
— ○ ⏳ — N/A N/A — 95 —
60166
Feirobot
Film photography data for agents: 68 film stocks, 60 cameras, and a paid instan…
— ○ ⏳ — — — — — —
60167
riccardo-larosa
A Model Context Protocol server implementation using StreamableHTTPServerTransp…
— ○ ⏳ — — — — 81 —
60168
ai-zar
Enables AI assistants to manage Paperclip AI agents, issues, goals, approvals, …
— ○ ⏳ — — — — — —
60169
steadwing
Your autonomous 24/7 on-call engineer! Get a detailed RCA along with the solut…
— ○ ⏳ — N/A N/A — 95 —
60170
synergyai-os
ProductBrain Claim
Connects AI assistants to a team's product knowledge base, enabling search, cap…
— ○ ⏳ — N/A N/A — — —
60171
kakukien
AgentPay Claim
AI idea relay commons where agent outputs become permanent, buildable nodes in …
— ○ ⏳ — — — — — —
60172
kendrickjr
Enables AI-powered procurement policy compliance, document generation, supplier…
— ○ ⏳ — — — — — —
60173
ivantichy
A zero-dependency local proxy that provides a stable, headless connection to a …
— ○ ⏳ — N/A N/A — — —
60174
ShawneilRodrigues
Provides comprehensive mathematical differentiation capabilities using symbolic…
— ○ ⏳ — — — — — —
60175
ssaikrishna862
RecruitData Claim
Unified job search MCP server that aggregates live listings from multiple job b…
— ○ ⏳ — — — — — —
60176
vanmoose-apis
197 MCP tools from 74 developer APIs — screenshots, email, NLP, WHOIS, QR, PDF,…
— ○ ⏳ — N/A N/A — 75 —
60177
mambalabsdev
Resolves a company domain or name to its LinkedIn URL with confidence and firmo…
— ○ ⏳ — N/A N/A — 83 —
60178
Zuga-luga
MCP Sentinel Claim
Runtime call-chain anomaly monitor for MCP servers that detects emergent attack…
— ○ ⏳ — — — — — —
60179
arrrnmp
discord-mcp Claim
Control your Discord server with AI. Lets you manage channels, roles, members, …
— ○ ⏳ — — — — — —
60180
AIBOLLINGMO
eustore Claim
S3-compatible European object storage for AI agents. GDPR-compliant, EU-hosted,…
— ○ ⏳ — N/A N/A — 95 —
60181
w00dbury
MCP server that provides tools to access Google Maps Environment APIs for air q…
— ○ ⏳ — N/A N/A — — —
60182
pierreosbeck-cmd
A local MCP server for managing SaaS projects with planning, operations, and se…
— ○ ⏳ — N/A N/A — — —
60183
GreatBlu
The most comprehensive signal intelligence on Swiss businesses — 800K+ companie…
— ○ ⏳ — — — — — —
60184
NIKX-Tech
Sentor Claim
Score sentiment toward specific entities in text. Cluster documents and name to…
— ○ ⏳ — N/A N/A — — —
60185
SankarPatnaik
Connects to an embedded Kuzu graph database and provides read-only MCP tools fo…
— ○ ⏳ — N/A N/A — — —
60186
chayan-1906
The Ultimate MCP Server for Google Workspace Automation — Seamlessly integrate …
— ○ ⏳ — — — — — —
60187
Chronolapse411
Solana token safety oracle for AI agents and trading bots. Byte-level SPL mint …
— ○ ⏳ — — — — — —
60188
kanbanzone
Enables AI assistants to manage Kanban Zone workspaces via 23 tools for boards,…
— ○ ⏳ — — — — — —
60189
openpharma-org
Provides access to the Human Phenotype Ontology (HPO) API with tools for search…
— ○ ⏳ — — — — — —
60190
Devarinti9
Enables AI agents to discover and execute tools via a secure MCP server with JW…
— ○ ⏳ — — — — — —
60191
PranavNagrecha
sandbox-seed Claim
Salesforce sandbox seeding, built for AI agents. SOQL-driven org-to-org record …
— ○ ⏳ — N/A N/A — — —
60192
foudhilriahi
DepGuard Claim
DepGuard is an MCP server for real-time dependency safety checks, verifying pac…
— ○ ⏳ — — — — — —
60193
arturwyroslak
mcp-gh Claim
— ○ ⏳ — N/A N/A — 95 —
60194
smartschool-mcp Claim 1
Access Smartschool courses, grades, assignments, and messages through the Model…
— ○ — N/A N/A — 81 —
60195
sjgant80-hub
MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operat…
— ○ ⏳ — N/A N/A — — —
60196
j-east
AI image and video generation, editing, and transplant-grade region repair. Mul…
— ○ ⏳ — N/A N/A — — —
60197
Lightning-Products
, Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
— ○ ⏳ — N/A N/A — 95 —
60198
Mhdd-24
MCP server that posts to LinkedIn through the LinkedIn API. Enables creating te…
— ○ ⏳ — — — — — —
60199
hellozhenyu88
An MCP server that allows AI agents to publish real-world tasks, match workers,…
— ○ ⏳ — N/A N/A — — —
60200
edutacara
MCP server for network operations that lets AI assistants interact with Cisco/J…
— ○ ⏳ — N/A N/A — — —
Showing 60151–60200 of 69070 servers