MCP Server Quality Scores
Independent quality analysis of 66475 public MCP servers
Last updated 1 hour, 33 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 60251 |
vonage-mcp-server
Claim
MCP server that provides SMS sending, CSV bulk SMS, and voice calling capabilit…
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| 60252 |
voice-quality-api
Claim
Measure voice/VoIP path quality -> estimated MOS + live network metrics
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| 60253 |
getMe MCP Server
Claim
An MCP server that exposes getMe key-value operations as MCP tools
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| 60254 |
Fraim Context MCP
Claim
Enables semantic search of project documentation using hybrid vector and full-t…
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| 60255 |
Perception RE MCP Server
Claim
Bridges Claude Code to Perception.cx reverse engineering tools via AngelScript …
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| 60256 |
thiri-mcp
Claim
Deterministic music-theory server: chord & Roman-numeral analysis, voicing, and…
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| 60257 |
mcp-data-tours
Claim
Enables searching, querying, and exploring open datasets from Tours Métropole O…
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| 60258 |
FDA AI/ML Software as a Medical Device Action Plan + 510(k) + PMA + De Novo pat…
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| 60259 |
LexAPI
Claim
Search EUR-Lex, fetch parsed EU legislation and case law, explore the citation …
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| 60260 |
Stateless MCP server that proxies research queries to Gemini CLI, reducing agen…
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| 60261 |
MCP server for the negotiate.v1 protocol, enabling Claude to discover stores, l…
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| 60262 |
Agent MCP Router MCP — one router for the whole MEOK fleet. Holds 62 MEOK MCPs …
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| 60263 |
Personal MCP Server
Claim
Enables AI assistants to fetch and process YouTube video transcripts in multipl…
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| 60264 |
clude
Claim
Portable agent memory anchored on Solana. Local SQLite + vector recall, open ex…
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| 60265 |
mle_kit_mcp
Claim
Provides ML engineering tools including local/remote bash, text editor, file se…
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| 60266 |
FAA Delays MCP
Claim
Provides live US airport operational status and delay data from the FAA, free a…
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| 60267 |
Searchable football data provider docs for AI coding agents.
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| 60268 |
tia-connect
Claim
First industrial-grade MCP server for Siemens TIA Portal. Program PLC/HMI (SCL…
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| 60269 |
mcp-gera-nexus
Claim
GeraNexus MCP (placeholder) — open Agentic Commerce Protocol by Gera Services. …
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| 60270 |
uk-schools-mcp
Claim
MCP server providing access to comprehensive UK school data from official gover…
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| 60271 |
store
Claim
Search, preview, and buy 500+ MIT-licensed digital developer products from Data…
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| 60272 |
Dali by Lulu
Claim
The prediction MCP — score your prompt before you generate, so you never waste …
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| 60273 |
cmmv-mcp
Claim
Enables standardized interactions between LLMs and CMMV applications using the …
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| 60274 |
Nolio MCP Server
Claim
Provides read-only access to Nolio training data including planned workouts, co…
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| 60275 |
aide-memory
Claim
Persistent memory layer for AI coding agents — your agent remembers what you ta…
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| 60276 |
AI triage for quantum computing POC proposals. Screens before budget is allocat…
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| 60277 |
bridgistic
Claim
Connect Claude to WordPress safely: signed requests, scoped keys, approvals, lo…
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| 60278 |
49 crypto intelligence APIs. Whale tracking, DeFi yields, alpha signals. Pay in…
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| 60279 |
pessoal
Claim
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| 60280 |
Actenon Kernel
Claim
Verify consequential AI actions before they execute.
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| 60281 |
mcp-coding
Claim
Experimental MCP server for local LLM orchestration with filesystem tools (read…
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| 60282 |
yggdrasil
Claim
One shared, durable memory for your AI coding agents — local-first, zero-depend…
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| 60283 |
MCP Skill Registry
Claim
A self-hostable MCP server that turns a folder of skills into callable tools vi…
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| 60284 |
MCP server with ISO week and calendar tools for date conversion, week math, and…
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| 60285 |
Generates grimdark-industrial comic panel backgrounds using a local ComfyUI + S…
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| 60286 |
TCP port scanner API for AI agents. Scan any host for open/closed port status w…
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| 60287 |
metatool-app
Claim
MetaMCP is the one unified middleware MCP server that manages your MCP connecti…
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| 60288 |
oecd-mcp-server
Claim
Search and query 1,500+ OECD statistical datasets via SDMX. Keyless.
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| 60289 |
manifold-market-api
Claim
Wraps the Manifold Markets public REST API into an MCP server, providing 40 too…
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| 60290 |
Relay
Claim
Enables AI agents to access a unified catalog of tools from various APIs (OpenA…
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| 60291 |
reddit-mcp-server
Claim
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| 60292 |
Coinranking
Claim
Provide real-time and historical cryptocurrency data, market statistics, and ex…
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| 60293 |
mcp_mtrade_tis
Claim
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| 60294 |
Kakao Moment MCP
Claim
Enables AI agents to manage Kakao Moment advertisements (Kakao's advertising pl…
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| 60295 |
GitLab MCP Server
Claim
Connects AI assistants to GitLab projects, enabling natural language queries fo…
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| 60296 |
mcp-server
Claim
Branded talent docs: assessment reports, profiles, shortlists & proposals in DO…
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| 60297 |
ls-apis-mcp
Claim
MCP server for searching and discovering 4,000+ public APIs
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| 60298 |
Trading Volatility MCP
Claim
Enables AI agents to discover and retrieve options market-structure data (GEX, …
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| 60299 |
Football Data
Claim
Football-Data.org MCP — soccer competitions, matches, standings
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| 60300 |
o360-mcp
Claim
Run Offensive360 SAST scans (60+ languages) on local code; findings with file/l…
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