MCP Server Quality Scores

Independent quality analysis of 69224 public MCP servers

69224
Discovered
→
33895
Scored
→
2112
Verified
→
16953
Complete

Last updated 8 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48251
2ca3
A Model Context Protocol (MCP) server that integrates Cybozu's Garoon groupware…
— ○ ⏳ — N/A N/A — — —
48252
Osyanne
Read, analyze, create, and edit ProjectLibre project files (.pod/.xml) from Cla…
— ○ ⏳ — N/A N/A — — —
48253
pipeworx-io
mcp-chembl Claim
Enables querying ChEMBL drug discovery database for molecules, targets, activit…
— ○ ⏳ — — — — — —
48254
iamjrmh
MCPBridge Claim
Unified MCP server bridging Claude Code and Ollama to Roblox Studio and Blender.
— ○ ⏳ — N/A N/A — — —
48255
junter1989k-ai
Turkey payments for AI agents — Turkish cards / taksit via iyzico. Never holds …
— ○ ⏳ — — — — — —
48256
Perufitlife
postwire-mcp Claim
Smart Distribute: one prompt → the best native post per platform, then publish …
— ○ ⏳ — N/A N/A — — —
48257
plexa-xyz
mcp Claim
Economic-safety tools for trading agents: executable quote + rug/honeypot pretr…
— ○ ⏳ — N/A N/A — — —
48258
lvyimu
Enables AI-assisted penetration testing by connecting MCP clients to execute te…
— ○ ⏳ — N/A N/A — — —
48259
XlogicX
Provides tools to test regex patterns for correctness, performance (ReDoS), and…
— ○ ⏳ — N/A N/A — — —
48260 — ○ ⏳ — N/A N/A — 95 —
48261
recursive
caliper Claim
Caliper is an MCP server that accepts 3D geometry files and returns structured …
— ○ ⏳ — N/A N/A — 95 —
48262
ivantichy
A zero-dependency local proxy that provides a stable, headless connection to a …
— ○ ⏳ — N/A N/A — — —
48263
vanmoose-apis
197 MCP tools from 74 developer APIs — screenshots, email, NLP, WHOIS, QR, PDF,…
— ○ ⏳ — N/A N/A — 75 —
48264
git-fabric
A central tool aggregator that routes and orchestrates multiple fabric apps thr…
— ○ ⏳ — — — — 81 —
48265
mambalabsdev
Resolve company name, domain, or LinkedIn into one canonical identity with conf…
— ○ ⏳ — N/A N/A — — —
48266
Straider2
MCP server that enables searching a TOTVS Protheus ERP knowledge base using vec…
— ○ ⏳ — — — — — —
48267
vtomilin
mermaider Claim
Validates Mermaid diagram syntax using a persistent browser for fast, reliable …
— ○ ⏳ — N/A N/A — — —
48268
ShawneilRodrigues
Provides comprehensive mathematical differentiation capabilities using symbolic…
— ○ ⏳ — — — — — —
48269
lxKylin
Enables file operations such as counting, listing, compressing images, creating…
— ○ ⏳ — — — — — —
48270
hzy9981
hzy9981 Claim
https://github.com/hzy9981/vertex-ai-mcp-bridge
— ○ ⏳ — — — — — —
48271
corgan2222
Enables managing applications, devices, profiles, multicast groups, and downlin…
— ○ ⏳ — N/A N/A — — —
48272
synergyai-os
ProductBrain Claim
Connects AI assistants to a team's product knowledge base, enabling search, cap…
— ○ ⏳ — N/A N/A — — —
48273
steadwing
Your autonomous 24/7 on-call engineer! Get a detailed RCA along with the solut…
— ○ ⏳ — N/A N/A — 95 —
48274
kakukien
AgentPay Claim
AI idea relay commons where agent outputs become permanent, buildable nodes in …
— ○ ⏳ — — — — — —
48275
boy-373
stock-mcp Claim
China A-share real-time stock quotes and major indices with dual-source fallbac…
— ○ ⏳ — — — — — —
48276
ssaikrishna862
RecruitData Claim
Unified job search MCP server that aggregates live listings from multiple job b…
— ○ ⏳ — — — — — —
48277
UnbearableDev
GitHub Actions workflow security audit - 21 checks: pinning, permissions, secre…
— ○ ⏳ — — — — — —
48278
carloshpdoc
iOS leak hunting and performance investigation. Reads `.memgraph` (`leaks(1)`) …
— ○ ⏳ — N/A N/A — — —
48279
vechain
Enables AI assistants to search VeChain documentation, query blockchain data (b…
— ○ ⏳ — — — — 81 —
48280
walkerpauldavid
Enables interaction with Omada Identity Governance and Administration system fo…
— ○ ⏳ — — — — — —
48281
nerdydata
mcp Claim
Search websites by source code, technology stack, analyze domains, and download…
— ○ ⏳ — N/A N/A — 83 —
48282
gregpriday
A read-only MCP server providing structured code planning and review tools (tec…
— ○ ⏳ — N/A N/A — — —
48283
kkaminsk
Enables AI agents to interact with Google NotebookLM through browser automation…
— ○ ⏳ — N/A N/A — — —
48284
crustapi
Live Google + public LinkedIn data: search, maps, profiles, companies, jobs. Pa…
— ○ ⏳ — N/A N/A — — —
48285
CSOAI-ORG
ecommerce-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
48286
BigfootACA
Linkr KVM MCP Server exposes Radxa Linkr KVM controls through the Model Context…
— ○ ⏳ — — — — — —
48287
BoonieX
Model Context Protocol server for Telegram. Let AI read, search, send, and forw…
— ○ ⏳ — — — — — —
48288
ViGi-P
lucide-mcp Claim
Enables searching Lucide icons by keyword tags, returning best-matching icon na…
— ○ ⏳ — N/A N/A — — —
48289
zz6zz666
Enables agent-style remote development over SSH with file operations and comman…
— ○ ⏳ — N/A N/A — — —
48290
CSOAI-ORG
config-validator-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
48291
zekus
A Model Context Protocol server that enables interaction with Shortcut (formerl…
— ○ ⏳ — — — — 81 —
48292
iorcunyilmaz
Enables AI agents to render native-looking floating dialogs and forms on the us…
— ○ ⏳ — N/A N/A — — —
48293
patrickfreyer
Enables LLMs to directly query and interact with Snowflake databases, supportin…
— ○ ⏳ — — — — — —
48294
DrishtantKaushal
Model Context Protocol server for Langfuse observability. Query traces, analyze…
— ○ ⏳ — — — — — —
48295
ruandwrd
Enables LLMs to fetch and process web page contents by providing tools to retri…
— ○ ⏳ — — — — — —
48296
CE-RISE-software
Helps plan and reuse CE-RISE Digital Passport components, models, and deploymen…
— ○ ⏳ — N/A N/A — — —
48297
kht6163
Enables code analysis of JavaScript, TypeScript, TSX, Python, and Rust files us…
— ○ ⏳ — N/A N/A — — —
48298
fuyouai
Provides web and image search using the Doubao (Volcengine) API with configurab…
— ○ ⏳ — — — — — —
48299
UniProt MCP Claim 1
Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID map…
— ○ — N/A N/A — 81 —
48300
mgmonteleone
An MCP server that integrates with the Pylon API, providing 38 tools for user m…
— ○ ⏳ — — — — — —
Showing 48251–48300 of 69224 servers
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