MCP Server Quality Scores

Independent quality analysis of 69535 public MCP servers

69535
Discovered
→
34155
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35151
jay1234624
Connects AI assistants to the Open Library API for searching books and authors,…
— ○ ⏳ — N/A N/A — 95 —
35152
ameksike
Enables AI agents to securely connect to MongoDB databases via MCP, with deploy…
— ○ ⏳ — — — — 81 —
35153
611711Dark
Enables safe execution of Python code snippets within a sandboxed environment, …
— ○ ⏳ — — — — — —
35154
glassbit
Enables querying El Salvador's public procurement data via the COMPRASAL API, i…
— ○ ⏳ — — — — — —
35155
G5317
Track how ChatGPT, Gemini & Perplexity mention, rank & cite your brand. AuraCit…
— ○ ⏳ — — — — — —
35156
seankrux
harpa Claim
— ○ ⏳ — N/A N/A — 95 —
35157
iflow-mcp
A comprehensive MCP server that provides AI assistants with professional-grade …
— ○ ⏳ — N/A N/A — — —
35158
gprot42
Grok plugin for deploying and managing Google Cloud Run services via MCP tools,…
— ○ ⏳ — — — — — —
35159
alch3mistdev
vyos-mcp Claim
MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assista…
— ○ ⏳ — — — — — —
35160
SMABoundless
scopus Claim
Search Scopus abstracts, authors, and export citations via Elsevier API
— ○ ⏳ — N/A N/A — — —
35161
harshit-stas
browserbase Claim
— ○ ⏳ — N/A N/A — 95 —
35162
chayan-1906
FS-MCP Claim
Provides Claude with complete file system integration including directory manag…
— ○ ⏳ — N/A N/A — — —
35163
Livshitz
mcp-github Claim
MCP server for the GitHub REST API that enables interaction with repositories, …
— ○ ⏳ — — — — — —
35164
datatorag
An open-source Model Context Protocol gateway that connects Google Workspace, J…
— ○ ⏳ — N/A N/A — — —
35165
totalaudiopromo
tap-mcp Claim
Music PR campaign management -- contacts, pitches, campaigns, and outcomes.
— ○ ⏳ — N/A N/A — 95 —
35166 — ○ ⏳ — N/A N/A — 95 —
35167 — ○ ⏳ — N/A N/A — 95 —
35168
iHeyTang
mcp-uni Claim
A universal MCP server that acts as a unified gateway for dynamically connectin…
— ○ ⏳ — — — — — —
35169
teoobarca
Enables AI assistants to perform web searches and deep research via Perplexity,…
— ○ ⏳ — — — — — —
35170
hupeng9995
browser-mcp Claim
A powerful MCP server for UI designers and developers to extract, analyze, and …
— ○ ⏳ — N/A N/A — — —
35171
pronzzz
A sandboxed, read-only MCP server that safely exposes system metrics, container…
— ○ ⏳ — N/A N/A — — —
35172
pipeworx-io
MCP server for curated food and dining feeds, providing tools to list, read, an…
— ○ ⏳ — — — — — —
35173
moeharrington
Enables GitHub Copilot to query BigQuery and render interactive React visualiza…
— ○ ⏳ — N/A N/A — — —
35174
trendsapi
X trending topics and discussion volume over time. Free key at trendsapi.ai
— ○ ⏳ — — — — — —
35175
fastmcp-me
mcp-toolbox Claim
A comprehensive MCP server enabling LLMs to execute commands, manage files, int…
— ○ ⏳ — N/A N/A — — —
35176
shokjak
Travel Deals MCP is a Model Context Protocol server that lets AI agents search …
— ○ ⏳ — — — — — —
35177
mouse114514
QQ MCP Server — connects to QQ via NapCatQQ (OneBot v11), giving AI agents dire…
— ○ ⏳ — N/A N/A — — —
35178
beckettlab
Zero-sidecar MCP server embedded directly in the Godot 4 editor as a GDScript E…
— ○ ⏳ — N/A N/A — — —
35179
NeveuGregor
mcp-obsidian Claim
A filesystem-based MCP server for Obsidian vaults that enables LLMs to browse, …
— ○ ⏳ — N/A N/A — — —
35180
tonycai
Provides a lightweight MySQL database interface via stdio, enabling query execu…
— ○ ⏳ — N/A N/A — — —
35181
kiboud
A Model Context Protocol server that connects AI assistants to a Google Sheets …
— ○ ⏳ — — — — — —
35182
AutomateLab-tech
Point it at your site, get a whole-site AEO/GEO audit plus a ready-to-run plan …
— ○ ⏳ — — — — — —
35183
T-Rzeznik
reaper-mcp Claim
An MCP server that gives Claude Code (or any MCP client) full control of Reaper.
— ○ ⏳ — N/A N/A — — —
35184
tohmze
An unofficial MCP server for RateMyProfessors.com that enables fetching profess…
— ○ ⏳ — N/A N/A — — —
35185
posimyth
sproutos Claim
AI-powered WordPress MCP plugin | Give AI agents full access to your pages, the…
— ○ ⏳ — N/A N/A — — —
35186
mattiatrombella
gsheets-mcp Claim
A local MCP server that lets Claude read and write Google Sheets through the Go…
— ○ ⏳ — N/A N/A — — —
35187
KolegaLiterat
Provides access to Poland's largest business registry database, enabling compan…
— ○ ⏳ — — — — — —
35188
princeofscale
Enables searching, normalizing, and signal-analyzing products on Pinduoduo, wit…
— ○ ⏳ — N/A N/A — — —
35189
AbhishekMore-1
Connects Antigravity to a LiteLLM instance, enabling chat completions, model li…
— ○ ⏳ — — — — — —
35190
Preethi0716
weather Claim 1
An MCP server for weather information.
— ○ ⏳ — N/A N/A — 95 —
35191
Noah3521
Pixel-level browser automation MCP server that drives a real Chrome browser usi…
— ○ ⏳ — N/A N/A — — —
35192
Eureka-Labo
Enables task management and automated development tracking for Eureka Labo proj…
— ○ ⏳ — — — — 81 —
35193
TMYTiMidlY
SSH orchestration MCP server for coding agents, enabling persistent bash sessio…
— ○ ⏳ — N/A N/A — — —
35194
littlez3
Read-only MCP server for connecting to Pluggy Open Finance Brasil, exposing acc…
— ○ ⏳ — — — — — —
35195
getonbrd
Get on Board Claim
Recruiter-scoped search across Latin America's largest tech talent pool. OAuth-…
— ○ ⏳ — — — — — —
35196
Vando-sketch
Enables managing Nextcloud tasks through natural language, including creating, …
— ○ ⏳ — — — — — —
35197
Yuki4-dev
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
— ○ ⏳ — — — — 81 —
35198
averray-agent
Averray Claim
Paid work for agents: claim verifier-checked jobs, submit, earn USDC. Some need…
— ○ ⏳ — — — — — —
35199
Kemosabe0x
Provides a sequentialthinking tool for dynamic, reflective problem-solving via …
— ○ ⏳ — — — — — —
35200
dagonet
Provides 7 MCP servers with 95 tools for git, GitHub, .NET, Ollama, Rust, templ…
— ○ ⏳ — N/A N/A — — —
Showing 35151–35200 of 69535 servers
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