MCP Server Quality Scores

Independent quality analysis of 68965 public MCP servers

68965
Discovered
→
33703
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
67151
hpower2
Enables retrieval of error stack traces by transaction ID from OpenSearch logs,…
— ○ ⏳ — — — — — —
67152
Baneado98
MCP server that gates premium features behind a combined x402 (USDC per call) a…
— ○ ⏳ — — — — — —
67153
lead788
Document inventory, extraction, summaries and comparison with source quotes and…
— ○ ⏳ — — — — — —
67154
CSOAI-ORG
blockchain-verification-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
67155
mogiyoon
Enables controlling a game character, drawing on a canvas, and running chemistr…
— ○ ⏳ — N/A N/A — — —
67156
Kashif-Rabbani
A generic MCP server that connects AI agents to any SPARQL 1.1 endpoint, enabli…
— ○ ⏳ — — — — — —
67157
chetyz
Enables Claude to interact with Salesforce for querying, modifying, and managin…
— ○ ⏳ — N/A N/A — — —
67158
stestojadinovic
A production-grade MCP server demonstrating the wrapping pattern for AI-augment…
— ○ ⏳ — N/A N/A — — —
67159
cyanheads
UN FAOSTAT global food & agriculture statistics over a local SQLite mirror, via…
— ○ ⏳ — — — — — —
67160
JeffreyRuder
weather-mcp Claim
Provides current weather information by combining geocoding and weather data AP…
— ○ ⏳ — N/A N/A — — —
67161
iflow-mcp
Integrates multiple search APIs (Google Search, Maps, Flights, Hotels) through …
— ○ ⏳ — — — — — —
67162
Web4w3
MCP server for Android device management via ADB, enabling inspection and confi…
— ○ ⏳ — N/A N/A — — —
67163
shin-bot-litellm
litellm-mcp Claim
Give AI agents access to 100+ LLMs. Call any model, compare outputs.
— ○ ⏳ — N/A N/A — 75 —
67164
nyaoouo
A headless MCP server that manages multiple independent IDA Pro worker processe…
— ○ ⏳ — N/A N/A — — —
67165
devzspy
Enables Reddit moderation through tool-based access: reading, posting, mod queu…
— ○ ⏳ — — — — — —
67166
starascendin
An MCP server integrating 40+ workflow skills for personal productivity, projec…
— ○ ⏳ — — — — — —
67167
AllRates-Today
Official central-bank & tax-authority rates from 100+ sources. No API key neede…
— ○ ⏳ — N/A N/A — — —
67168
sandovaldavid
Kioku Claim
An MCP server that enables AI agents to read, search, and write to your Obsidia…
— ○ ⏳ — N/A N/A — — —
67169
cyanheads
Offline, keyless lookup of the US civil aircraft registry — decode N-numbers, s…
— ○ ⏳ — — — — — —
67170
MSR327
MCP server for IIT Kharagpur ERP that enables querying grades, CGPA, attendance…
— ○ ⏳ — N/A N/A — — —
67171
mickpletcher
Enables Claude Desktop to read and control Home Assistant devices via natural l…
— ○ ⏳ — N/A N/A — — —
67172
mithun4elp
Generate engineer-grade SaaS specifications — design systems, database schemas,…
— ○ ⏳ — N/A N/A — — —
67173
Adriapt
Allows you to search for hiking routes on Wikiloc using geographic and textual …
— ○ ⏳ — — — — — —
67174
ShushannaKarapetyan
Enables MCP-compatible clients like Claude or ChatGPT to generate images from t…
— ○ ⏳ — — — — — —
67175
yv12
A server enabling appending text to Google Docs and creating Gmail drafts via O…
— ○ ⏳ — N/A N/A — — —
67176 — ○ ⏳ — N/A N/A — 95 —
67177
jeff-phillips-18
Provides access to PatternFly React development rules and documentation via MCP…
— ○ ⏳ — — — — — —
67178
clauxel
A paid remote MCP for OpenAI Codex harness MCP, built to return verdicts, recei…
— ○ ⏳ — — — — — —
67179
SenorLlama
Enables querying and managing Greenhouse recruiting data through MCP, including…
— ○ ⏳ — N/A N/A — — —
67180
ccchenhuohuo
Remote MCP server for read-only Sorftime Enterprise API access, enabling produc…
— ○ ⏳ — N/A N/A — — —
67181
GHGuide
ReceiptGuard Claim
Prevents autonomous agents from fabricating tool results by verifying HMAC-sign…
— ○ ⏳ — — — — — —
67182
tggo
Enables AI assistants to access TemplUI components for building Go applications…
— ○ ⏳ — — — — — —
67183
MikeAtPinnacle
Enables logging time entries to Jira Cloud issues, including adding worklogs, l…
— ○ ⏳ — — — — — —
67184
beepboop2025
A comprehensive MCP server with 37 tools for PDF operations including reading, …
— ○ ⏳ — N/A N/A — — —
67185
asvarnon
mcp-homelab Claim
An MCP server that gives AI assistants real-time access to your homelab infrast…
— ○ ⏳ — — — — — —
67186
Hokonoken
mcp-vmware Claim
MCP server for managing VMware vCenter (vSphere 7/8) with 39 tools covering VMs…
— ○ ⏳ — — — — — —
67187
Prompeteer
server Claim
— ○ ⏳ — N/A N/A — 95 —
67188
cs50victor
claude-teams Claim
MCP server that enables multi-agent collaboration with task lists, inter-agent …
— ○ ⏳ — N/A N/A — — —
67189
BigStationW
Enables tool-calling LLMs to search the internet, capture website images, extra…
— ○ ⏳ — N/A N/A — — —
67190
RevelDigital
Enables AI assistants to manage digital signage infrastructure through the Reve…
— ○ ⏳ — — — — — —
67191
Fjordo
Enables automation of routine operations on Twproject installations, including …
— ○ ⏳ — — — — — —
67192
tone-row
MCP server for semantic search over Google Drive documents, enabling AI tools t…
— ○ ⏳ — N/A N/A — — —
67193
ultrathinker
Tabduct Claim
Enables CLI coding agents to interact with your live browser tabs via MCP, usin…
— ○ ⏳ — N/A N/A — — —
67194
ProfRandom92
CompText MCP Claim
Pip-installable MCP bridge for OpenCode that provides safe tools to call the Co…
— ○ ⏳ — N/A N/A — — —
67195
CSOAI-ORG
price-tracker-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
67196
scotthelm
Enables AI assistants to access Wikipedia content, search articles, retrieve hi…
— ○ ⏳ — — — — 81 —
67197
Converly-Conversion-Tracking
converly Claim
Set up and manage conversion tracking by chatting with your AI assistant.
— ○ ⏳ — — — — — —
67198
cggazca
A well-documented MCP server that exposes a local SQLite catalog of public-doma…
— ○ ⏳ — N/A N/A — — —
67199
lh123aa
BWVI Claim
MCP server for AI agents to make structured design decisions with direction, pa…
— ○ ⏳ — N/A N/A — — —
67200
michaelshumshum
Enables URL shortening and management through MCP, allowing creation of short l…
— ○ ⏳ — — — — — —
Showing 67151–67200 of 68965 servers