MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33968
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
42151
suckerfish
MCP server for Google Keep that enables managing notes, checklists, and labels …
— ○ ⏳ — — — — — —
42152
kaminof3tt
AI-powered MCP server for analyzing UI designs and bug reports from Lanhu and Z…
— ○ ⏳ — — — — — —
42153
zoltan0803
Provides redacted access to a private local knowledgebase for coding agents, al…
— ○ ⏳ — N/A N/A — — —
42154
kerrybackapps
Enables querying Rice Business Stock Market Data Portal using natural language …
— ○ ⏳ — — — — — —
42155
davidfertube
Altaviz Claim
Enables monitoring and managing multi-platform media buying accounts via natura…
— ○ ⏳ — — — — — —
42156
DozZzeR
HTTP MCP server for TaskFrame that enables AI agents to manage projects, tasks,…
— ○ ⏳ — — — — — —
42157
paulf280-ui
On-chain Solana cabal & rug detection as an MCP server. Scans any Solana token …
— ○ ⏳ — — — — — —
42158
peacewalkerT
Rodin Claim
Find ~5 thinkers whose intellectual fingerprint matches a passage of text.
— ○ ⏳ — — — — — —
42159 — ○ ⏳ — N/A N/A — 95 —
42160
Real-time web search, reasoning, and research through Perplexity's API
— ○ — N/A N/A — 81 —
42161
Satsuj1n
xp-mcp Claim
Talk to your XP Investimentos portfolio through Claude — 100% local, read-only,…
— ○ ⏳ — N/A N/A — — —
42162
priorwave
nano-banana Claim
A local stdio MCP server for generating images using Google's Gemini image mode…
— ○ ⏳ — N/A N/A — 95 —
42163
VarunDasharadhi
gmail-mcp Claim
A read-only, multi-account Gmail MCP server for Claude Code that lets Claude se…
— ○ ⏳ — N/A N/A — — —
42164
Maren-en
Enables Codex and Claude to generate or edit images using natural language via …
— ○ ⏳ — N/A N/A — — —
42165
aehyok
Automatically generates TypeScript API code from Swagger/OpenAPI documentation.…
— ○ ⏳ — — — — — —
42166
Lina11-00
Integrates Perplexity API into Claude/Cowork as MCP tools for search, trend sco…
— ○ ⏳ — — — — — —
42167
ejmcp
mcp-server Claim
— ○ ⏳ — N/A N/A — 95 —
42168
GFYURI
Persistent memory with semantic search for Claude and MCP-compatible clients, s…
— ○ ⏳ — N/A N/A — — —
42169
Hassan-Jamal
api-mcp Claim
An MCP server that automatically discovers API endpoints from any codebase, gen…
— ○ ⏳ — N/A N/A — — —
42170
Ibukhvalov
cadex-mcp Claim
MCP server for CAD Exchanger SDK that enables loading, inspecting, and exportin…
— ○ ⏳ — N/A N/A — — —
42171
tom-tgr
ridvay-mcp Claim
MCP server that lets AI assistants create and edit Ridvay Studio posters, flyer…
— ○ ⏳ — — — — — —
42172
SreeHarsha72
Connects a local LLM (Ollama) to a SQLite database via the Model Context Protoc…
— ○ ⏳ — N/A N/A — — —
42173
dsoziev1
Enables monitoring Auth0 users by collecting summaries, storing reports in SQLi…
— ○ ⏳ — — — — — —
42174
friendlygeorge
Provides access to DeFi Llama's free API for querying protocol TVL, chain TVL, …
— ○ ⏳ — N/A N/A — — —
42175
jiangnuonnuo
Enables AI agents to create, read, update, and delete Draw.io diagrams, allowin…
— ○ ⏳ — N/A N/A — — —
42176
linkwut-create
A headless local knowledge library and RAG substrate that enables LLM clients t…
— ○ ⏳ — N/A N/A — — —
42177
lemaiwo
A config-driven MCP server that exposes OData and REST APIs as MCP tools, enabl…
— ○ ⏳ — N/A N/A — — —
42178
osamuelnovaes
MCP server for publishing to Reddit with safety features like dry-run, allowlis…
— ○ ⏳ — N/A N/A — — —
42179
goal31121
An MCP server enabling natural language queries for TON blockchain data, includ…
— ○ ⏳ — — — — — —
42180
kakunin-ai
kakunin-mcp Claim
Enables AI agents to self-verify their authorized scope, check risk scores, and…
— ○ ⏳ — — — — — —
42181
PeterHdd
Give AI agents eyes and hands on macOS.
— ○ ⏳ — N/A N/A — — —
42182
Marary
Enables sending emails (including mass emailing), querying, updating, and cance…
— ○ ⏳ — — — — — —
42183
imachiever
Enables AI assistants like Claude to analyze your Swiggy order history, providi…
— ○ ⏳ — N/A N/A — — —
42184
charlesrapp
pruna Claim
Ultra-fast image generation, editing, upscaling, and video generation via Pruna…
— ○ ⏳ — N/A N/A — — —
42185
axel-belfort
Social media profile enrichment API for AI agents. Look up any social handle or…
— ○ ⏳ — — — — 81 —
42186
bewygs
CFAST MCP Claim
Enables LLMs to build, inspect, run, and analyze CFAST fire models step by step…
— ○ ⏳ — N/A N/A — — —
42187
compoundsim Claim 1
Compound interest and Monte Carlo simulators for investing, retirement and past…
— ○ — — — — 67 —
42188
smythmyke
Patent intelligence and prior-art research for the AI Patent Search Generator. …
— ○ ⏳ — — — — — —
42189
kristofferv98
Provides text-to-speech conversion through a unified MCP interface, supporting …
— ○ ⏳ — N/A N/A — — —
42190
TheWhykiki
An MCP server that enables Claude and other clients to generate, animate, and s…
— ○ ⏳ — — — — — —
42191
nebuloss
re-dyn-mcp Claim
A dynamic-analysis MCP server for reverse-engineering the Broadcom BCM6726b0 Wi…
— ○ ⏳ — — — — — —
42192
mona
ultrahuman Claim
Access Ultrahuman metrics to monitor sleep, recovery, steps, heart rate, HRV, t…
— ○ ⏳ — N/A N/A — 95 —
42193
josuekongolo
Provides comprehensive Norwegian business intelligence through Brønnøysund and …
— ○ ⏳ — — — — 81 —
42194
vishal24p
arxiv-mcp Claim
Enables searching arXiv and downloading papers via MCP tools, no API key requir…
— ○ ⏳ — N/A N/A — — —
42195
RishabhKodes
MCP server that enables safe, SSH-based interaction with a Pacemaker cluster, o…
— ○ ⏳ — N/A N/A — — —
42196
VIethoangnguyenle
Enables AI assistants to deeply understand codebases via Knowledge Graphs, supp…
— ○ ⏳ — N/A N/A — — —
42197
abrahamADSK
fpt-mcp Claim
MCP server for Autodesk Flow Production Tracking (ShotGrid) enabling AI assista…
— ○ ⏳ — N/A N/A — — —
42198
Polish flat prices on deweloperuch.pl: RCN sale prices (valuation, stats, ranki…
— ○ — — — — 67 —
42199
iamsamitdev
asdsaf Claim
— ○ ⏳ — N/A N/A — 95 —
42200
paychex
FastMCP server for Tavily search API with web search and content extraction
— ○ ⏳ — N/A N/A — 95 —
Showing 42151–42200 of 69343 servers
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